Overview
Principal Machine Learning & Generative Al Engineer with 8+ years
of experience delivering end-to-end Al, machine learning, and big
data solutions for large-scale public and enterprise projects. Proven expertise in leading teams and independently deploying
cutting-edge Al solutions, including AWS Sage Maker powered
generative Al, RAG workflows, fine-tuning, model optimization, and computer vision-based analytics. Skilled in building robust, scalable systems using the latest tech stacks and adept at solving complex business challenges. Seeking a full-time role to drive innovation and deliver impactful Al and machine learning solutions.
Generative AI
Developed 3 different end to end RAG solutions with multilingual capabilities and multiple industry and domain verticals (Arabic , Turkish), Utilizing Anthropic Claude , Jais , Zephyr , Bloomz.
Finetuned 7 billion , 13 billion , 40 billion parameters based LLMS for domain adaption , instruction tuning using Sagemaker Finetuning I and then Lora(low ranking adaption) to Tune LLM's for Project needs.
Serving LLM's and Embedding Models on AWS Sagemaker real time inference endpoints, also customizing the deployment containers based on deepseed/mpi in case of non availability of containers in Selected Regions of AWS.
Computer Vision
Developed the ML backend for a POC involving aircraft management , using YOLO architecture to identify and label all events taking place on the runway of an airport and all the actions performed for maintenance of the aircraft.
Working with a large-scale public entity pertaining to law and order leading the Research and Development team and dealing with vendors and research partnerships with other public entities and universities. Lead Team and Deployed indigenous Automated number plate recognition, Road Congestion Using YOLO architecture and OpenCV and Python as the main platform, team building and management followed by working on Machine learning and Natural Language Processing was the best bit about the learning curve
Working with this Multiple Departments to deliver software solutions and reporting to all stakeholders while working with the dev and QA team, the first foray into Managerial aspect on my end and exposure to Agile Methodologies and Project Management.
• Sprint Planning and Scrum Exposure.
• Using Pandas to optimize existing Data Inflow and outflow.
• Replacing trivial Tasks with Python Scripts to instill basic automation.
• Working with large scale data pertaining to agriculture and Citizen Profiling.
• Coordination with client and then the whole Dev team to have a well refined SRS documentation.
• Having Technical Background participating in the development work and optimizing the devised solutions and plans.