- Focus Generative AI · Multimodal AI · Optimization
- Published ICCP ’26
- Building ORION · APEX
About me
Hey there! 👋
I'm a Master's student studying at USC, pursuing Computer Science, from the 2026 to 2028 batch. Out of everything in this field, AI/ML is what I love most — the math underneath it, and everything we can build with it.
My goal is to grow into an AI/ML researcher and engineer — someone who builds systems that quietly remove repetitive work so people can spend their time on the decisions that actually matter. That's the whole idea behind SKYNET, the project I'm building right now.
- Generative AI
- Multimodal AI
- Optimization
- Agentic AI
- LLMs
- 12×
- faster face-recognition inference
- 23%
- CPU use after optimisation
- ~18%
- less demographic performance variance
- ICCP ’26
- research paper accepted
Toolkit
What I work with.
Agents & LLMs
- LLMs
- Agentic AI
- Multi-Agent Systems
- RAG
- MCP
- LangGraph
- LlamaIndex
- Google Gemini
- Adaptive Orchestration
- Evaluation
- RAGAS
Vision & speech
- OpenCV
- MediaPipe
- Haar Cascade
- LBPH
- Vision Transformers
- Whisper
Build & ship
- Python
- FastAPI
- PostgreSQL
- FAISS
- Docker
- GitHub Actions
experience
Where the hands-on work happened.
AI/ML Student Researcher
AI/ML Student Researcher @ SRM· Apr 2025 – May 2026 · 1 yr 2 mo
- Built the AI-Powered Workplace Monitoring System — a real-time facial recognition pipeline (Haar Cascade/LBPH) for workplace presence and attendance monitoring, accelerating inference 12x to ~1.1s and cutting CPU utilization to 23%.
- Reduced demographic subgroup performance variance by ~18% using Context-Aware Synthetic Data Generation (CSDG), Selective Fine-Tuning (SFT), and adaptive loss reweighting.
- Evaluated model robustness across demographic subgroups and challenging conditions (noise, blur, face-mask occlusion); co-authored a research paper on this work, accepted for publication at ICCP 2026.
Education
- M.S. Computer Science (General)University of Southern California (USC) · Aug 2026 – May 2028
- B.Tech Computer Science & EngineeringSRM Institute of Science & Technology · Aug 2022 – May 2026
work
AI/ML engineering, grounded in research.
Computer vision, generative AI, and the evaluation work that makes both trustworthy.
See my workMultimodal Autonomous Agentic AI System @ USC· May 2026 – Aug 2026
Currently building
ORION
Optimized Research & Intelligence Operations Network — autonomous research, experimentation & evaluation.
APEX
Adaptive Planning & Execution Engine — adaptive orchestration for AI workflows.
Let's connect
Every good idea starts with a hello.
Email, a call, or straight to the code — pick whatever feels right, and I'll get back to you.