/ WHO AM I / P. 001
WHAT I
BUILD
ML engineer applying deep learning to quantitative finance. Final-year IT student at Manipal University, currently shipping autonomous agents (Sentinel Ops), offline RAG platforms (VectorLoom), and RL-based trading systems (Sentic-Quant).
I measure everything. I ship everything. The interesting problems live at the intersection of AI and finance.

/ THE CULTURE / P. 002
WHAT
MOVES
ME
SPORTSFootball · Tennis
3D MODELINGBlender
MUSICRock · Blues · Country
READINGContent Trap · Skin in the Game · ML papers · startups · philosophy · fiction
/ STATUS / P. 003
RIGHT
NOW
BUILDING
- Verity OS
- Dynamic Multi-Asset Correlation Heatmap
- Sentinel Ops
WRITING
- Deep Dive into Autonomous Agents
- Scaling ML Systems
- The Intersection of Finance & AI
LEARNING
- Advanced Agent Architectures
- Scaling Multi-Agent Systems
- Building robust, fault-tolerant AI
CAPABILITIES
- Research & Development
- Quantitative Analysis
- End-to-End System Design
- Technical Leadership
MINDSET
Building in public. Slowly. Measuring everything. Shipping everything.