Muhammad Hamza Adnan

Muhammad Hamza Adnan Email and Phone Number

Senior Machine Learning Engineer @ AI Dev Lab
Lahore, PK
Muhammad Hamza Adnan's Location
Lahore, Punjab, Pakistan, Pakistan
Muhammad Hamza Adnan's Contact Details

Muhammad Hamza Adnan work email

Muhammad Hamza Adnan personal email

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About Muhammad Hamza Adnan

Ever since I was young, I've had a natural inclination toward optimization and automation. From finding the most efficient ways to complete my homework to streamlining household tasks, I always found joy in doing things faster and better. This passion for optimization naturally led me to Data Science and Machine Learning.As a Machine Learning Engineer, I bring a diverse skill set that spans tabular data (my core expertise), natural language processing, computer vision, time series analysis, recommender systems, and more recently, Generative AI (GenAI), Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG). This range of experience allows me to approach challenges from multiple angles and find the best solution for each unique situation.I am also highly skilled in MLOps, ensuring that machine learning models move seamlessly from development to production, with a focus on scalability, automation, and continuous integration. My experience in deploying models in production environments has enabled me to design robust, efficient pipelines that keep systems running smoothly and reliably.In addition to my machine learning background, I am a certified AWS Solutions Architect, well-versed in cloud architecture and services. This expertise helps me build highly scalable, cost-efficient, and secure solutions in the cloud. My deep technical knowledge of Python, combined with a strong foundation in system design and software architecture, allows me to build well-structured, maintainable, and scalable systems.Wherever I go, I am the most productive member of the team, thanks to my ability to combine AI-assisted coding with my extensive experience, diverse skill set, and methodical approach to problem-solving. Having embraced AI tools early, I leverage them to maximize efficiency, delivering well-engineered, scalable systems that solve real-world problems.

Muhammad Hamza Adnan's Current Company Details
AI Dev Lab

Ai Dev Lab

View
Senior Machine Learning Engineer
Lahore, PK
Website:
aidevlab.com
Employees:
21
Muhammad Hamza Adnan Work Experience Details
  • Ai Dev Lab
    Senior Machine Learning Engineer
    Ai Dev Lab
    Lahore, Pk
  • Upwork
    Professional Freelancer
    Upwork Aug 2024 - Present
    Managing clients and delivering tailored AI-powered applications utilizing FastAPI, Next.js, Streamlit, AWS, LangChain, and OpenAI.Leading and managing a dynamic team, ensuring project timelines and objectives are met efficiently.Overseeing project management, task delegation, and requirement analysis to streamline workflows.Delivering solutions that integrate cutting-edge technologies, ensuring optimal results for diverse client needs.
  • Ai Dev Lab
    Senior Machine Learning Engineer
    Ai Dev Lab Jan 2024 - Present
    - Spearheading the development of advanced chatbot applications for clients, including SAP and Toyota, focusing on automating and enhancing user interactions using Large Language Models (LLMs). - Improved the Mean Reciprocal Rank (MRR) by over 30% and the Hit Rate by 50% for a Retrieval-Augmented Generation (RAG) application, significantly increasing information retrieval accuracy. This improvement led to more accurate answers, greatly increasing client satisfaction with our search systems.- Actively streamlining processes within the machine learning team, managing MLOps to enhance efficiency and productivity. Leading system and architecture design, optimizing existing products/projects, and introducing best practices and structure. Overseeing the end-to-end lifecycle of ML projects, from planning and development through deployment and monitoring, leveraging AWS.- Led the design and development of a microservices architecture for a RAG (Retrieval Augmented Generation) application on AWS, ensuring scalability and reliability. Expertly orchestrated the seamless migration of the system to the client's AWS environment. - Successfully deployed open-source Large Language Models (LLMs) such as Llama 2 using vLLM on AWS EC2 instances. Scaled the system to support hundreds of concurrent users, ensuring low latency and high throughput for an optimal user experience.- Managed deployments for the ML team by containerizing all projects using Docker, setting up CI/CD pipelines with GitHub Actions, configuring NGINX with custom domains and TLS, automating Infrastructure setup using Python and AWS CDK and deploying on AWS for optimal scalability and reliability while minimizing costs.
  • One Machine Software
    Lead Data Scientist
    One Machine Software Jun 2023 - Jan 2024
    Lahore, Punjab, Pakistan
    - Managed a team of 3 and developed, deployed and maintained a Question Answering chatbot for large retail chains using OpenAI ChatGPT and Langchain to improve and automate customer support. Implemented real-time speech recognition using OpenAI whisper for accessibility. Incorporated guardrails and additional models for chatbot safety and reliability and to mitigate prompt injections. Performed extensive prompt engineering to achieve desired responses from the chatbot. Deployed on EC2 as a docker container.- Designed and Developed a Video Analytics platform to get insights such as traffic analysis and intrusion detection. Incorporated facial recognition and person identification as well. Deployed on EC2 as a docker container. Setup CI/CD pipelines using github actions.
  • Xisys
    Machine Learning Engineer
    Xisys Mar 2022 - Jun 2023
    Lahore, Punjab, Pakistan
    - Developed a Tiny Object Detection and Tracking system for autonomous and semi-autonomous UAV's, including data collection, annotation, and preparation, achieving 91% mAP using Yolov6 and Yolov7 models. Integrated with the StrongSort and Bytetrack Object Tracking algorithms for object tracking. Deployed using FastAPI.- Designed a Machine learning system to counter manufactured parts rejection rate and deployed it using FastAPI. Developed a human activity recognition framework to monitor worker activity regarding irregularities with ~95% accuracy.- Developed a system to detect and recognize human faces in an industrial noisy environment with ~98% accuracy.- Designed and Developed an Anomaly Detection engine that detects anomalies in user log-in behavior.- Developed and deployed machine learning models for sales forecasting of manufactured car parts. Utilized ARIMA, LightGBM and Random Forest to predict monthly sales volume with 95% accuracy. Used forecasts to aid production planning, inventory and supply chain optimization.
  • Data Scientist
    Freelance
    Data Scientist Jan 2020 - Mar 2022

Muhammad Hamza Adnan Education Details

Frequently Asked Questions about Muhammad Hamza Adnan

What company does Muhammad Hamza Adnan work for?

Muhammad Hamza Adnan works for Ai Dev Lab

What is Muhammad Hamza Adnan's role at the current company?

Muhammad Hamza Adnan's current role is Senior Machine Learning Engineer.

What is Muhammad Hamza Adnan's email address?

Muhammad Hamza Adnan's email address is ad****@****lab.com

What schools did Muhammad Hamza Adnan attend?

Muhammad Hamza Adnan attended University Of The Punjab, Beaconhouse Defence Campus, Beaconhouse Defence Campus.

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