Accomplished Senior ML Engineer having with a robust background in developing and deploying scalable AI solutions. Possessing deep expertise in LLM, MLOps, NLP, and Computer Vision, I aim to leverage my skills in cloud technologies and project management to drive innovative and cost-effective machine learning initiatives. Seeking to contribute to a dynamic organization by utilizing my experience in building end-to-end ML pipelines, optimizing infrastructure, and leading high-performing teams to achieve strategic technological goals. Eager to apply my problem-solving abilities and fast-learning aptitude in a forward-thinking environment.
Name
Experience
Occupation
Aman Ulla
+ Years
AI & ML Engineer
connectamanulla@gmail.com
Tech Savvy Based out of Bangalore, India.
Winner (1st Place) in Research Rovers AI Research Assistants for NASA Hackathon, surpassing 300 International participants.
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Winner (1st Place) in ZS GenAI Hackathon building an effective and robust RAG system for PPT file format.
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System and methods for plotting retail shelves to arrange products in retail store. Grant Date: 17th Aug’2023, the patent is on approach / algorithm to effectively identify shelves based out of bounding boxes from SKU-detection.
Developed an end-to-end ML pipeline
o Architected and led a team of 7 in building an end-to-end GenAI product with insights generation and RAG analyst capabilities for 12,000 users across 5 clients. o Deployed open-source Large Language Models (LLMs) on Kubernetes using GPU nodes, reducing infrastructure costs from $20,000 to $6,000 through quantization techniques. o Developed an end-to-end ML pipeline using AWS Sagemaker with custom email notifications, streamlining processes, and saving 40 man-hours, with execution completed in 8 hours. o Led the migration of ML models from DataRobot to Databricks, achieving a 70% reduction in execution time and a 60% reduction in infrastructure costs.
Built and deployed clinical NLP pipelines, ML model inferencing pipelines, and semantic search engine APIs. Implemented graph query language solutions, contributing significantly to the creation and deployment of advanced AI solutions.
Collaborate and work with AI COE (Artificial Intelligence Centre of Excellence Team) in Rapid Prototyping and perform research to help the project teams with better approach and algorithms, writing modular code and build model and optimize the latency of pipeline execution.
As one of our full stack AI engineer, Aman Ulla always stood ahead of others in terms of his work ethics, team bonding, eagerness to learn new things & not to shy away from asking right set of questions. His ability to adopt new skills & delivering value through rapid prototyping is an asset. In short span of 6 months that I worked with him, get to know him; he acquired skills & proficiency in building & deploying advance Clinical NLP pipelines, ML model inferencing pipelines, semantic search engine API, Graph query language and associated front end & backend tech on cloud & on premise infrastructure. Aman is exceptionally talented when it comes to technical tasks & will be an asset to any organisation. It’s been a pleasure knowing & working with Aman. In fact I learned so many GCP related tricks & techniques from him. Keep it up Aman!
Bangalore, Karnataka, India
