Hello, I'm
Aman Ulla
Senior ML Engineer & AI Architect
LLMOps MLOps GenAI AI Architect Enterprise AI
Building production-grade intelligent systems at scale — from research to deployment.
About Me
Accomplished Full Stack AI Engineer & AI Architect
With 5.5+ years of robust experience in architecting, leading, and deploying scalable AI solutions. Possessing deep expertise in LLM, Finetuning, MLOps, LLMOps, NLP, and Computer Vision. I leverage cloud technologies and project management to drive innovative and cost-effective machine learning initiatives across global organizations.
MSc in Machine Learning & AI from Liverpool John Moores University. Featured in Times of India for representing India and winning at NASA. Published 5 research papers in IEEE journals.
Skills & Expertise
Experience
Senior Consultant
Thoughtworks- Led a 12-member team to optimize, automate, and deploy ML pipelines using Databricks for clients across 8 countries
- Enabled 50% reduction in ML pipeline execution time, significantly lowering operational costs
- Built ML monitoring and human-in-the-loop decision platform, saving 40 billable human hours
- Leading client PoC for automated API testing framework leveraging GenAI and NLP
Senior ML Engineer
ZS Associates- Architected end-to-end GenAI product with RAG capabilities for 12,000 users across 5 clients
- Deployed open-source LLMs on Kubernetes, reducing infrastructure costs from $20K to $6K through quantization
- Refactored monolithic application into microservices architecture
- Led migration of ML models from DataRobot to Databricks — 70% faster, 60% cheaper
Software Engineer (AI)
CitiusTech- Built and deployed clinical NLP pipelines, ML model inferencing pipelines, and semantic search engine APIs
- Implemented graph query language solutions for advanced AI deployments
Engineer (AI)
Mindtree Ltd- Worked with AI COE in rapid prototyping, research, and building optimized ML pipelines
- Built end-to-end POC solutions with TensorFlow, OpenCV, and Transfer Learning
Achievements
Google GenAI Hackathon
Winner (1st Place) surpassing 2.78 Lakh participants and 1.8L teams in the GenAI Exchange Hackathon
NASA Hackathon
Winner (1st Place) in Research Rovers AI Research Assistants, surpassing 300 international participants
ZS GenAI Hackathon
Winner (1st Place) building an effective and robust RAG system for unstructured documents
Recommendations
Projects & Open Source
LoPace
Open-source Python package for compressing & decompressing prompts. Achieves up to 80% space reduction with perfect lossless reconstruction.
Novalad.ai
Intelligent document parsing accelerator that outperforms state-of-the-art data parsing tools on benchmark evaluations.
PitchLense
Platform enabling investors to analyze and evaluate startups before making investment decisions using AI-powered insights.
Palooza — NASA
AI Research Assistant for NASA Hackathon. Won 1st place surpassing 300 international participants with innovative AI solutions.
Palooza — NASA
AI Research Assistant for NASA Hackathon. Won 1st place surpassing 300 international participants with innovative AI solutions.
Certifications
Databricks Certified Machine Learning Associate
Databricks Dec 2024 – Dec 2026AWS Certified Solutions Architect Associate
Amazon Web Services Nov 2022 – Nov 2025Google Cloud Certified Associate Cloud Engineer
Google Cloud Feb 2022 – Feb 2024Microsoft Certified Trainer
Microsoft 2021 – 2022Azure Data Scientist Associate
Microsoft May 2021 – May 2023Azure AI Engineer Associate
Microsoft Mar 2021 – Mar 2023Azure Data Fundamentals
Microsoft May 2021 – CurrentAzure AI Fundamentals
Microsoft Mar 2021 – CurrentPatent
System and Methods for Plotting Retail Shelves to Arrange Products in Retail Store
An innovative approach/algorithm to effectively identify shelves based out of bounding boxes from SKU-detection, enabling automated retail shelf arrangement and product placement optimization.
Publications
5
Published in IEEE and other reputed journals covering AI, ML, and Computer Vision research.
View on arXiv24+
Authored technical blogs on AI/ML topics, collectively garnering 14K+ views across platforms
Read on HashnodeTimes of India
Featured for representing India and winning at NASA International Hackathon
View Times of India pageGet In Touch
Whether you need an AI architect to design scalable ML systems, a consultant for your GenAI initiative, or a technical leader for your engineering team — let's connect.