Who I Am
The builder mindset.
When I encounter a concept I don't fully understand — whether it's how attention mechanisms work or why LangChain's LCEL pipes data the way it does — I don't move on. I sit down and build it from scratch. That approach has given me a level of clarity that most tutorial-followers never reach.
Research meets engineering.
I've pretrained transformer models, replicated the Gemma-3 architecture from Google's technical paper, and implemented instruction fine-tuning pipelines — all from scratch in PyTorch. At the same time, I ship real applications: full-stack RAG apps, agentic chatbots with memory and tool-calling, and LLM-powered APIs.
Hackathon-tested.
I've competed in Hackquest at PANTHEON TechFest'25 (BIT Mesra) and Hacktron at Tech Gyan, IIT Patna. Both sharpened my ability to build fast, think clearly under pressure, and collaborate as part of a team. Real deadlines, real problems.
Location
Patna → Ranchi (BIT)Degree
B.Tech CSE (2024–28)Open Source
12+ Repos on GitHubEducation Timeline
B.Tech — Computer Science & Engineering
Birla Institute of Technology (BIT Mesra), Ranchi
Currently in 4th Semester (2nd Year). Maintaining an 8.5 CGPA while running robust independent AI projects natively. Active in AI/ML research and university hackathons natively.
Class XII — CBSE (86%)
Loyola High School, Patna
Focused purely on Physics, Chemistry, Mathematics, and Computer Science — building the explicit mathematical groundwork anchoring modern systems.
Class X — CBSE (92%)
Loyola High School, Patna
Certifications & Events
OCI Generative AI Pro
Oracle Corporation · 2025
Claude with Bedrock
Anthropic Academy · 2026
Hackquest — PANTHEON'25
BIT Mesra · Team: Git Push Force
Competed explicitly under heavy pressure building technical systems rapidly.
Hacktron — Tech Gyan
IIT Patna · Technical Fest
Benchmarked coding and ideation directly against premier engineering talent.