Hi Umer N., I noticed your profile and would like to offer you my project. We can discuss any details over chat.
I need a professional with experience in developing machine learning models that can help me create a model that will calculate true odds for horses in races. Your main task will be to analyze past performance data, race results, and betting data and develop a model that can find positive expected values within the races. Key requirements: - Experience in developing machine learning models for predictive analytics. - Ability to work with and analyze horse racing data. - Strong understanding of odds calculation and betting practices in horse racing. I'm looking for candidates with a strong background in statistics and data analysis, particularly in the field of sports betting. Successful freelancers should include their experience in developing similar models in the...
I'm in need of a skilled individual or team to help me with a machine learning project focusing on image classification. The purpose of the models is primarily for classification, not any other form of analysis. Key Requirements: - The models will be working with image data, so experience in deep learning and image processing is a must. - The processing needs to happen in real-time. It's a critical aspect of the project. Ideal Skills: - Proficient in image processing and deep learning techniques. - Experienced in developing and deploying real-time machine learning models. - Strong background in image classification and neural networks. If you have a portfolio or past project that demonstrates your abilities in these areas, I'd be very interested in taking a...
I'm in need of a skilled individual who can create detailed plans for a wood model that will be cut with a CNC machine. The model will be 1:20 scale and will be used to demonstrate how joints work and how the model can be easily disassembled. Key Requirements: - Expertise in designing plans for CNC wood cutting. - Understanding of model making principles. - Ability to create detailed plans suitable for 1:20 scale. - Prior experience with designs involving joints and easy assembly/disassembly is a plus. The plans should be clear, detailed, and precise to ensure a successful CNC cutting process. A keen eye for detail and a passion for craftsmanship are highly valued.
I have some 3D models in solid works that need modifications and additions. The ideal freelancer should be able to: - Perform specific alterations: I need the shape or size of existing features to be altered and the angles or positions of ce...specific alterations: I need the shape or size of existing features to be altered and the angles or positions of certain elements adjusted to meet my requirements - Add new components: I would like to include enhanced detailing or intricate designs, as well as new functional or interactive features to the models. The task will involve a keen eye for detail, a good understanding of 3D modeling in SolidWorks, and the ability to bring creative ideas to improve the model. I need to start on the project right away and would like to have frequen...
I am in need of a skilled contractor can decompile Fermworks software, bypass, and integrate with working with the LabView 2019. Labview is activated already, Fermworks not, although not sure how well Labview is activated. The Unicorn 5.31 software is activated, but its not recognizing the machine, so need networking or driver fix fir this. Key Requirements: *Experience in using a decompiler like x64dbg or similar tools. • Familiarity with desktop-based software. • Must be able to complete the process without the need for additional purchases. *Teamviewer, Anydesk connection Skills Required C Programming C++ Programming Reverse Engineering
I am seeking a full-time Data Analyst in the IT industry. - You must have comprehensive knowledge of various programming languages, database design, data modeling, and strong numerical abilities. - Previous experience in IT industry and analyzing large and complex data sets will be preferable. - Being detail-oriented, having problem-solving skills and possessing a decent understanding of machine-learning algorithms would be considered a strong plus. - Essential qualifications include a degree in Computer Science or a similar field. Please apply if you have the necessary skills and interest in this role.
I have a single 3D DWG/DXF files that I need to convert to a .step, .sldprt, .x_b, .x_t, .3dxml, .catpart, .prt, or ., preferably .step & .sldprt. It’s imperative that the files are accurate and functional. Key requirements: ...single 3D DWG/DXF files that I need to convert to a .step, .sldprt, .x_b, .x_t, .3dxml, .catpart, .prt, or ., preferably .step & .sldprt. It’s imperative that the files are accurate and functional. Key requirements: - Convert a 3D DWG/DXF files to SLD extension - Ensure high quality of the converted files - Optimize the files for SolidWorks compatibility Ideal freelancer for this project: - Proficient in 3D CAD software, particularly SolidWorks - Experience with file conversion and optimization - Attention to detail and a focus o...
I'm looking for a developer who has already done or can do this work as soon as possible. This is a slot machine that a user can roll up/down with his finger. When the result is less than 0, then produce error sound otherwise produce success sound.
...will be selecting multiple winners. If you are proficient with ASL (American Sign Language) this will be easy for you. $25 per approved ASL video ASL knowledge is preferred but not required. Some gestures are unique and NOT part of ASL. We have a spreadsheet with a list of gestures and an example video that you can use as a reference. The end result of the entries will be used to train a machine learning system. Requirements -recording must be .mp4 format -Gestures must be recorded in a well lighted area. -You must have a solid color shirt on... no patterns. -You must do the gestures in the order they appear in the spreadsheet -Each gesture you do, you must speak the name of the gesture (“A-left hand”, “A-right hand”) -Many gestures must be d...
I am in immediate need of a Senior Machine Learning Engineer who has an advanced level of experience in the field. Your expertise in machine learning should be well-proven and you should be able to demonstrate this with your resume. Key Skills & Expertise: - Advanced level of experience in machine learning - Direct experience with Decision Trees, Logistic Regression, and Neural Networks - Previous engagement with Fraud Analytics projects is a must - Exceptional analytical and problem-solving skills Your primary responsibility will be to apply your machine learning skills to a fraud analytics project, so previous experience with similar projects is highly beneficial. If you have the right experience and can provide a resume demonstrating your qualificati...
I require a skilled professional to develop a machine learning model for predictive analytics revolving around weather data. The end objective is to accurately predict air quality. Main Responsibilities: - Development of a predictive analytics model using machine learning techniques - In-depth handling and processing of weather data Ideal Candidate: - Solid experience in Machine Learning, with a focus on predictive analytics - Proficient in handling and analyzing weather data - Skilled in integrating and adapting machine learning models into software applications - Previous experience in air quality analysis will be a plus Overall, the project focuses on leveraging weather data to foresee air quality conditions. Your trained model should empower decisions b...
I need someone who can deliver me pdf, IGES and STEP files for producing my products on a CNC machine. See attached pdf as an example...
...company, you'll contribute to cutting-edge projects that shape the future, positioning yourself at the forefront of innovation. With comprehensive support programs, we ensure a seamless transition into our team, empowering you to hit the ground running and excel in your role. What You Bring: - Over 8 years of experience as a Python Developer, specializing in web API development, data analytics, and machine learning. - Proficiency in Python and related frameworks/libraries such as Django, Flask, NumPy, Pandas, and scikit-learn. - Strong communication and collaboration skills, with the ability to work independently and solve complex problems. - Bachelor's degree in Computer Science or equivalent certifications and work experience. Experience Includes: - Building scalabl...
...professional who can help me with a machine translation project. I need Google Colab notebock that automates the translation process using pre-trained Arabic translation models. This notebook will: * Efficiently translate the entire (Multi-News) dataset. * Enable Try first some examples then compare the translation with the translation provided by chatGPT * Find a way to measure the similarity between the 2 translations, check if you can use Rouge. Here is what the job involves: - **Purpose of the Translation:** My intention is to use this translation to train my deep learning model. The translations will be used to train the transformer for a specific project, meaning that the quality and accuracy of the translations are crucial. - **Desired Output:** The machine tr...
I am in need of a seasoned DevOps engineer who has hands-on experience in working with Elasticsearch and Grafana. Although I have already set up and configured both systems, I need to fetch key metrics from an on-premise Windows machine and feed them into Elasticsearch. Key Tasks: - Fetch specific metrics: I need the DevOps engineer to configure the system in a way that it can fetch CPU usage, memory usage, and disk usage metrics from the on-premise Windows machine. - System optimization: While I have already set up the system, I am looking for someone who can optimize the performance of the system and make it more efficient. Ideal Skills: - Proficient in Elasticsearch and Grafana: The freelancer should have proven experience in working with these systems. - Windows Syste...
I'm in search of a professional Python developer with deep understanding in machine learning to assist with a project. Here's what you should know: - Unfortunately, I did not specify which machine learning tasks I needed support with, but your extensive knowledge in the field should enable you to adapt and adjust as necessary. - I'll require a machine learning source code that can be readily integrated into a project. The final outcome would be a robust, versatile source code that is free of bugs and scalability issues. - The entire source code base should be scripted in Python. If you are proficient in Python and have comprehensive experience in coding machine learning algorithms, you could be a perfect fit for this project. Please only send b...
I am looking for a talented Earth Engine expert to build a model that will allow me to effectively identify potential dumpsites using satellite imagery and the Random Forest machine learning algorithm. Key Responsibilities: - Collect and preprocess satellite imagery data - Develop an Earth Engine model capable of identifying potential dumpsites Ideal candidate should: - Have experience in satellite imagery analysis - Be proficient in using Google Earth Engine - Be skilled in developing and implementing Random Forest machine learning algorithms Your work will empower me to proactively identify and address potential dumpsites, contributing significantly to environmental protection and waste management.
...for bulk-reviewing messages in the queues every 10 minutes to filter out unnecessary messages and optimize system performance. Responsibilities: Apache Kafka Setup: Install and configure Apache Kafka on a Windows machine. Set up the necessary Kafka topics, partitions, and brokers to support distributed messaging. Ensure proper security configurations and access controls are in place. Master Script Development: Develop a master script that acts as the central controller for the messaging system. Implement functionality to bulk-review messages in the queues every 10 minutes. Design and implement filtering logic to identify and remove unnecessary messages based on predefined criteria. Coordinate the distribution of messages to worker scripts for further processing. Worke...
I'm in urgent need of a skilled freelancer who can help me set up a system to remotely control a headless Windows virtual machine using graphical applications. The virtual machine will specifically be running WhatsApp Desktop. Key project components: - Setting up a Windows virtual machine - Configuring it to run WhatsApp Desktop - Implementing a system for remote control Ideal Skills: - Proficiency in Windows OS - Experience with virtual machines, particularly setting up headless ones - Knowledge of remote access software - Previous experience setting up and using WhatsApp Desktop This project has a tight deadline, and I need someone who can start immediately and complete the task ASAP. The successful freelancer will have excellent communication skills and be ...
...and set up for seamless integration with client systems. - Train the AI models for optimal performance in handling calls, scheduling appointments, processing payments, and writing personalized emails. - Test and troubleshoot any technical issues to ensure smooth operation. - Provide ongoing support and guidance to clients on using our AI solutions effectively. Bonus Points: - Experience with machine learning (ML) concepts - Familiarity with specific CRM or appointment scheduling software - A background in customer service or sales Long-Term Partnership: - As well as out current clients, we're committed to building strong relationships with our partners. This is a fantastic opportunity for a long-term partnership with potential for growth within our company. Virtual Call: ...
I'm in need of a specialist to design a machine specifically for cutting hair. This isn't your run-of-the-mill task, some unique skills are necessary: - Experience with mechanical design, specifically machines for intricate tasks. - Understands the physics of hair and appropriate cutting methodologies. - Patience and the ability to iterate through designs as there is no immediate time constraint. Your creativity and expertise will be highly appreciated. Let's create a new and efficient hair cutting solution together.
I need a developer who can build IOS version in react native also build android version code is ready you need just Mac machine to build the code and push the app to test flight and google store budget 50$
The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)
I'm seeking a talented professional who can assist in building a large language model (LLM). The primary purpose of this model will be to support a machine learning project and provide a similar performance to either GPT Neo or GPT Cc. Key Tasks and Functions: - Perform natural language processing tasks - Generate text as required - Perform machine translation tasks Ideal Skills & Experience: - Proven track record in developing language models - Strong understanding of NLP and machine learning - Prior experience with GPT Neo or GPT Cc would be a significant advantage. Please provide samples of your previous work in this area.
...background: Hard-rock/piss take/dark theme, based on these four Heroes; Roderick, a driven soul being enveloped by an evil night-godess who demands blood; Achilies, a smiling, hedonistic paladin of the sun godess Dol Arrah who is quite the womaniser: Garrick; a lost noble searching for his families' redemption and grappling with the chaos preseted in the surrounding dark mists; and Hammer; a 6"9 man-machine grappling with his un-humanity and using big-data to generate a more human bios to live by (who also has a metal flying friend that should feature some way, possibly dying). They travel a dark, worried land, fighting undead beast, dark shadows and an evil Vampire overlord called Straahd, who carelessly toys with their lives and mocks their efforts to destroy him... S...
As a visionary looking to leverage machine learning, I'm seeking a professional capable of constructing an efficient predictive analytics model. This project necessitates expertise with structured numeric data, highlighting the necessity for strong proficiency in database management and data analysis. Key tasks include: - Creating a robust predictive analytics model. - Optimizing the model for structured numeric data. - The focus is on predicting a continuous outcome. Ideal candidates will be fully adept in statistical analysis, machine learning algorithms, and software engineering, with a particular emphasis on handling numeric data. Past experience in similar predictive modeling projects will be highly appreciated. I envision success as the development of a highly ...
I'm seeking an AI expert who can develop a highly accurate animal recognition system that specifically focuses on cats and dogs. The system should be designed to: - Ach...Differentiate between cats and dogs in the images - Prioritize the identification of the most prominent animal in an image In essence, the AI should be capable of matching a single photo of a cat or a dog to multiple images of lost animals in my archive, enabling me to identify the lost pet more efficiently. I expect the freelancer to have a profound understanding of artificial intelligence, machine learning, image recognition technologies, and ideally prior experience in developing similar systems. The system's accuracy and efficiency are essential, as this project aims to assist in reuniting lost pet...
...3D and 2D slot machine games. The main goal of this project is to reskin the games; to make them visually appealing and engaging to users. Key responsibilities will include: - Design and implement a modern, attractive and engaging visual theme for both 3D and 2D slot machine games - Ensure the design is mobile-friendly and compatible with all devices I'm open to suggestions on the theme, so I'm looking for a creative designer with experience in gaming design, and particularly in slot machine games. The ideal candidate would have: - Proven experience in designing visually attractive and engaging games - Experience in game reskinning - Strong knowledge of slot machine game mechanics and design - Ability to work with 3...
...my VM is not connecting to the internet and displaying a 'No Internet' error message. Key Points: - My host machine runs on Windows. - I'm using Hyper-V as my virtualization software. - The network type I'm trying to configure is Internal. Requirements: - Troubleshoot the current network settings of my Windows VM on Hyper-V. - Resolve the 'No Internet' error and ensure the internet connectivity. - Perform necessary configurations to establish a successful connection over an Internal network type. Ideal Skills and Experience: - Proficiency in Windows operating system and Hyper-V. - Strong experience in network configurations and troubleshooting. - Familiarity with Virtual Machine networking, particularly on Hyper-V. - Ability to diagnose and...
I'm looking to develop a user-friendly platform that leverages machine learning for CV analysis and ranking. Key Components: - **CV Submission**: The platform should allow users to easily upload CVs in either PDF or DOCX format. A straightforward and intuitive UI will be crucial for user adoption. - **AI Algorithm**: The heart of the platform will be the machine learning algorithm. The ideal freelancer should have a strong background in machine learning and experience with natural language processing. They will be responsible for developing the algorithm that will assess the CVs based on the criteria provided and rank them. Key Criteria for CV Ranking: - **Relevant Work Experience**: The algorithm should be able to identify and weigh different levels of experie...
I require a skilled Linux administrator to assist setting up a server on my local machine. I currently have a domain, cloudflare, WSL, ubuntu, ollama and ollama webui. I'm getting stuck on connecting my domain through cloudflare tunnel to my linux server so that I can access ollama's webui remotely. Key Responsibilities: - Install and configure Linux server for accessing the Cloudflare tunnel website - Ensure the server is optimally configured for devices outside the network Ideal Skills: - Proficient in Linux server setup and administration - Experience with Cloudflare tunnel configurations - Knowledgeable about server configuration for network accessibility - Background in IT security to ensure secure network access. -Experience with Ollama and Ollama webui preferred.
We're in need of someone proficient in mechanical drawing for our workshop. We have more than 10 machines for which we need detailed drawings which expose a breakdown of components. The ideal candidate should have: - Experience in preparing mechanical drawings for industrial machinery - Great attention to detail - Comprehensive knowledge of machine components This should give freelancers a holistic understanding of the inner workings of each machine, to be used for maintenance and troubleshooting procedures. Please include sample work of past mechanical drawing projects in your bid.
Necesito la memoria de calculo de un chasis tubular bajo cargas de un piloto, el motor y una fuerza sobre el bastidor frontal. Cuento con el CAD en SolidWorks, el material, los espesores y las cargas.
I'm seeking a skilled professional to develop a Solidworks macro for specific tasks. Mainly, it's intended to import data from Excel to Solidworks, and automate several repetitive processes. Data to be incorporated from Excel will be primarily: - Dimensions and measurements - Material properties - Configuration properties part number convention The successful candidate should have prior experience working with Solidworks and Excel VBA, understanding how to adeptly make these two platforms talk to each other in an efficient and error-free manner. This project is required within a month. If you're able to work within this timeframe, and have the necessary skills, I would love to hear from you. I have an Excel sheet to automate PN and description creati...
Requirements: Experience with AI Development: The developer should have a strong background in artificial intelligence development, particularly in natural language processing (NLP) and computer vision. Proficiency in Machine Learning: Skills in machine learning algorithms and techniques will be essential for developing the recommendation system based on user preferences and scanned inputs. Knowledge of Image Processing: Since the project involves scanning images of menus, wine bottle labels, and food items, expertise in image processing techniques will be necessary to extract relevant information from these images. Familiarity with Conversational AI: Experience in building conversational AI agents or chatbots will be crucial for implementing the virtual Wine Advisor'...
I'm encountering the error 0xc0000142 when attempting to run my Photoshop Beta software on my Windows 10 machine. This error is preventing me from using the software. Key tasks and requirements: - Identify the root cause of the error 0xc0000142, particularly in the context of Windows 10 and Photoshop Beta. - Implement the necessary fixes to eliminate the error and ensure the software runs smoothly. - Provide insights on any potential conflicts between the software and the operating system that may have led to this error. Ideal skills and experience for this project: - Proficiency in troubleshooting Windows 10 errors. - Proven experience in resolving software-specific bugs, especially within the Adobe software suite. - Strong understanding of how software interacts with diffe...
I need your help, I have a thesis for c...it doesn't have to be complete finished. the application has the idea of how you enter it, it puts you in a picture interface, the deaf-mute person does his sign language, and the translation appears below. if you can help me with explanations and about which package to buy from you that would be perfect, thanks! 1) Set up the Java project and the necessary libraries for computer vision and machine learning. 2) Capture video input from a camera. 3) Pre-process the video frames to enhance th quality and reduce noise. 4) Use computer vision techniques (like image segmentation and feature extraction) to detect and recognize sign language gestures. 5) Translate the recognized gestures into text. 6) Display the translated text in the user...
...android app that will connect with machine hardware via Bluetooth and communicate with an ESP32/similar microcontroller. Also design a PCB to integrate the microcontroller with the machine's electronically operated devices. - Design: I don't have a specific design in mind, so I'd need your help with designing the app. - Design: Design a pcb to integrate microcontroller and other electronically operated features. - Functionality: The key functionality of the app will be to control the LEDs on the machine. More specifically, I'd like the LEDs to be used to scan an object. Ideal skills and experience for this job include: - Proficient in Android app development - Experience with Bluetooth integration - Familiarity with...
I'm in search of a skilled machine learning developer with expertise in GPT (Generative Pre-trained Transformer). My goal is to have an AI model that can both correct and standardize postal addresses. The addresses will be provided in CSV files and the output of the model should be accessible via an API for integration into our system. Key requirements: - Proficiency in machine learning with a focus on GPT - Experience in addressing data correction and standardization - Transformers - Pytorch, TensorFlow, Keras, Pandas, Numpy, seaborn, Matplotlib The ideal candidate will have a proven track record of developing AI models, particularly in the realm of addressing data, and be able to provide a detailed timeline for the completion of the project.
We are the largest and fastest growing UK charity community delivering support through multiple services via our website. Our website and AI machine learning and GPT are handled by others. We need dev support for the core SQL system and 2 small SQL directories, plus running reports and system admin. We need full stack Microsoft .NET development experience, strong SQL knowledge and exposure to Azure Microsoft services. We require a range of services. We’ll begin with the ad hoc work to begin to build a working relationship and then build that up to the following on an ongoing basis. • Ad hoc tasks for minor tweaks and changes on an ongoing basis. • Larger pieces of work, such as creating a moving from a free to a free and premium versions, with upgrading our He...
As a start, we need someone to continue an existing data scraping project, coupled with Artificial Intelligence for one of Brazil's largest legal platforms, "JusBrasil." The primary task is to effectively scrape and id...Expectations: - Enhance the existing data scraper to efficiently extract case descriptions from JusBrasil - Implement AI algorithms to accurately determine the relevancy of these cases to our requirements - Leverage keywords such as 'citizenship' and 'international law' to highlight the cases we focus on Skills and Experience Required: - Proficient in data scraping techniques - Experience in AI and Machine Learning algorithms, specifically for text analysis and pattern recognition - Knowledge of the legal field, especially immig...
Project Description: We are looking for a talented freelancer to create a realistic 3D model of a washing machine. The model should be provided as a BIM file (Building Information Modeling) and in common 3D formats to be integrated into architectural and planning software. We will provide a JPG image and potentially dimension sketches of the machine. Tasks: Create a detailed 3D model of the washing machine based on the provided JPG image and dimension sketches. Provide the 3D model in the following formats: BIM file (.rvt, .ifc) DWG file (.dwg) STL file (.stl) 3DS file (.3ds) OBJ file (.obj) Ensure the model is suitable for integration into common architectural and planning software (e.g., AutoCAD, Revit, ArchiCAD). Requirements: Experience in creating 3D models and...
I'm urgently looking for a skilled Python developer to assist me with a project involving data analysis, web scraping, and potentially machine learning. Your role will be crucial in helping me to derive insights from a large dataset and extract specific information from the web. Key Responsibilities: - Conducting in-depth data analysis using Python - Implementing web scraping scripts to collect relevant data - Potentially developing machine learning models (based on your expertise) While the client did not specify the exact libraries, the ideal candidate should be well-versed in Python programming, particularly with libraries such as Pandas and NumPy. Familiarity with Django, although not mentioned, could be a plus if the project expands to web application development...
make a Machine learning AI for Godot game 17000 INR for the 17th
I'm seeking an experienced English to Hindi translator, specifically certified for legal document translation. The project involves translating legal documents from English to Hindi for offi...certified for legal document translation. The project involves translating legal documents from English to Hindi for official/legal proceedings. Key Requirements: - Proficiency in both English and Hindi - Certified for legal document translation - Experience working with legal documents - Attention to detail and accuracy - Understanding of legal terminology in both languages -I will reject google or machine translation. - Ability to maintain confidentiality and handle sensitive information appropriately Please include your certification details and previous experience in this field when...
I've already installed Android Studio in my Windows machine and have been successful with Flutter, but now I'm facing some issues that seem to be causing a hiccup. I've tried various solutions from different forums, including Stack Exchange, but nothing seems to be working. I believe the issue lies with the Flutter SDK path errors and the launching of emulators. Specifically, I'm looking for a professional who can help resolve the following: - Investigate and fix Flutter SDK path errors - Solve the issue with the emulator not launching applications I need someone who's proficient with Android Studio, Flutter, and Dart on Windows, understands the mechanisms behind these tools, and has experience in troubleshooting similar issues. Your ability to communica...
I'm in need of a tool that can help grow my Instagram following via an AI influencer. Specifically, I'm targeting Gen Z (...Features: - Predictive analytics to determine the best times to post content. - Auto-posting of content to maintain consistency. - Targeted audience analysis to understand their preferences and behaviors. - Engagement tracking to gauge the effectiveness of the influencer. Ideal Skillset: - Proficiency in AI and machine learning. - Experience in social media marketing, particularly on Instagram. - Strong data analytics skills. - Familiarity with influencer marketing. - Ability to design user-friendly interfaces. If you have experience in creating and managing AI-driven influencer accounts on Instagram and can help me reach my target audience,...
I'm looking for a specialist to assist me in identifying potential dumpsites by analyzing satellite imagery. The primary goal of this project is to develop a system capable of identifying potential dumpsites using satellite images and machine learning algorithms. Key responsibilities include: - Utilizing satellite imagery to identify potential dumpsites - Implementing machine learning modules to enhance the detection process Ideal candidates should have a solid understanding of satellite imagery analysis, machine learning, and experience in developing applications on the Google Earth Engine platform. Your contribution will be crucial in addressing environmental issues and enhancing the efficiency of waste management processes.
