Headline

ML Engineer @ FastCode AI || EE @ IIT Madras

About

I am a B.Tech graduate from IIT Madras in Electrical Engineering, currently working as a Junior Research Scientist at Fast Code AI. Focused on building production retrieval and computer vision systems for enterprise clients - RAG pipelines over large document corpora, and CV/OCR pipelines that turn technical drawings into structured connectivity graphs. I have hands-on experience across the full stack of these systems: embeddings and vector search, LLM-grounded generation, detection, OCR and graph traversal, along with the objective correctness testing that determines whether output is right rather than merely plausible. Transitioned into ML from a data and analytics role at Trimble, where I built SQL and Power BI reporting for construction software.

Location

Hanamakonda

AI stack

claude code

codex

openai

Work experience

Junior Research Scientist at Fast Code AI, Sep 2025 - Present · 1 yr 1 mo, Bengaluru, Karnataka, India, Production ML for enterprise clients - RAG over document sets, CV/OCR over technical drawings

Software Engineer II at Trimble Inc., Jun 2024 - Jul 2025 · 1 yr 2 mos, Chennai, Analytics for construction software - SQL views and Power BI dashboards, and led the migration off legacy Pentaho reporting to self-service reporting with row-level security for ~200 users.

Student Trainee at Samsung R&D Institute India, May 2023 - Jul 2023 · 3 mos, Remote, Improved 5G NR simulations using MATLAB channel models for accurate performance assessments.

Education

Bachelor of Technology, Electrical and Electronics Engineering, Indian Institute of Technology, Madras

Narayana Junior College - Madhapur