Headline

Senior AI Engineer at Oracle

About

AI/ML Engineer with 3+ years of experience designing and deploying enterprise AI/ML systems. Specialized in LLMs, RAG pipelines, agentic AI, and applied machine learning, with strong hands-on experience in Python, LangChain, FastAPI, and AWS.

Location

India

AI stack

hugging face

langchain

langfuse

langgraph

mcp

LiteLLM

Work experience

Senior AI Engineer at Oracle, Jun 2026 - Sep 2026 · 3 mo, Bengaluru

Advanced Data Science Associate at ZS, Jul 2025 - Jun 2026 · 1 yr, Bengaluru

Engineer at Garrett - Advancing Motion, Jul 2023 - Jul 2025 · 2 yrs 1 mo, Madurai, Tamil Nadu, India · Hybrid

Intern at Garrett - Advancing Motion, Jan 2023 - Jun 2023 · 6 mos, Madurai, Tamil Nadu, India · Hybrid, During my Internship, I was asked to work on a research project which was about synthetic data generation, I explored different sampling techniques like VAE, Kriging, and GAN architectures. I performed a benchmarking with all the different options and identified GAN architecture the right candidate for my data. Further, in GAN, there are various types like Vanilla GAN, Cycle GAN, CTGAN, so I narrowed my benchmarking with all these different types of GAN and found CTGAN as an optimal choice as it produced data which was very similar to my original data. After exploring and freezing the architecture, I practically took a real-world dataset from my organization, and proved that synthetic data combined with original data will perform better than just working with the original data.

Education

Bachelor of Technology - BTech, Information Technology, Velammal College of Engineering & Technology, Madurai

Public links

github: https://github.com/surya-m-s