Background

Resume

Generative AI & ML Engineer — building agentic systems, RAG pipelines, and production AI backends.

About Me

I started out as an FX TD, writing Python tools and building procedural systems in Houdini, shipping VFX for Hollywood productions at Technicolor. Over time I got obsessed with automation and the idea of systems that could actually think rather than just process. That curiosity pushed me into AI engineering. Now I build multi-agent systems, RAG pipelines, and production LLM backends using LangGraph and FastAPI. Same mindset from production: ship fast, iterate, make it reusable.

3+

Years in Production

3

Studio Productions

4

AI Agents Built

2

Certifications

Experience

FX TD & Unreal Artist

November 2023 - January 2026

Harikatha Studio

  • Built and maintained the full FX pipeline from Python tooling and procedural setups to final Unreal Engine delivery
  • Created reusable Houdini VEX procedural rigs that the team could iterate on quickly without starting from scratch each shot
  • Wrote Python scripts to automate the repetitive parts of production so artists could spend time on actual creative work
  • Used prompt engineering with generative AI tools to explore FX concepts early and get director sign-off faster
  • The systems thinking and automation work here is what pushed me toward AI/ML engineering and building agentic systems

FX Artist

July 2022 - June 2023

Technicolor Animation Productions

  • Worked on VFX for Transformers, Ant-Man, and Crater alongside experienced supervisors in a high-volume studio environment
  • Handled destruction, fluid, and particle simulations in Houdini across multiple sequences per project
  • Wrote Python tools that the wider team picked up to standardize how FX was delivered across shots
  • Learned a lot about working under pressure, taking feedback fast, and shipping on time regardless of scope changes

Education

Master of Computer Applications

September 2021 - September 2023

Maharaja Agrasen Himalayan Garhwal University

Bachelor of Computer Applications

September 2018 - September 2021

Maharaja Agrasen Himalayan Garhwal University

Diploma — Animation, Interactive Technology & VFX

September 2019 - August 2022

MAAC

Skills

AI & Agentic Systems

LangChainLangGraphRAGLLMsPrompt EngineeringMulti-Agent SystemsEmbeddings

Backend & Data

PythonFastAPIPostgreSQLSQLAlchemyREST APIsJWT AuthDocker

Cloud & MLOps

AWS EC2AWS AmplifyGitHub ActionsCI/CDNext.jsTypeScriptHoudini VEX

Certifications

  • AI Engineer for Developers Associate — DataCamp
  • Python Data Associate — DataCamp

Currently Exploring

  • Fine-tuning open-source LLMs
  • AI voice agents
  • LLM observability & evals