Open-source MCP (Model Context Protocol) server template for building AI agent tools. Enables rapid development of agent-compatible tooling.
Deep dives into cutting-edge AI. Research papers, hot topics, and new releases broken down for builders.
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Thursday, Jul 10Is Grep All You Need? Agent Harness Paper
A research team tested grep vs vector search inside AI agent loops. The harness matters more than retrieval. Breaking down arxiv 2605.15184.
Blog
Loop Engineering: The Paradigm That Kills Prompt Engineering
Design systems that prompt your agents for you. The biggest shift in developer workflow since CI/CD.
DeltaForge: Building an Autonomous Options Trading System
Multi-strategy signals, 9-gate risk management, compound sizing, and a kill switch. Backtest to production.
Agents All the Way Down: The Architecture Nobody Talks About
How hierarchical agent swarms actually ship code. Promotion loops, protocol wars, and failure modes.
Claude Code Leaked | Anthropic's AI Agent Source Exposed
Deep dive into Anthropic's most advanced AI coding assistant. The agentic loop, 40+ tools, and architectural patterns.
Events & Speaking
Experience
Projects
DeltaForge
LIVEAutonomous Nifty options trading engine with 5 strategies, 9 risk gates, and compound position sizing.
AI Agent Platform
@ Red HatMCP servers, A2A protocol, and multi-agent orchestration. Open source tooling for building production-grade AI agents.
Autonomous agent architecture template for building production-ready AI agents with tool execution, memory persistence, and orchestration capabilities.
Real-time Translation System
Real-time translation system breaking language barriers in enterprise communication. Enables seamless multilingual collaboration across global teams.
AI Meeting Assistant
AI-powered meeting assistant that enhances meeting experiences through intelligent summarization, action item extraction, and real-time insights.
Education
PhD (Ongoing)
AI & ML
Amrita Vishwa Vidyapeetham
Part-time research alongside industry work
Masters
AI & ML
IIT Kanpur
M.Tech
AI & ML
BITS Pilani
B.E.
Computer Science
VTU
Tech Stack
// Agentic AI
// LLM Engineering
// ML & Deep Learning
// NLP & Speech
// Infrastructure
Credentials
// Patents (3)
// Awards
// Certifications
AI & Machine Learning
Engineering & DevOps
Management & Process
Contact
Let's work together
I'm open to discussing AI/ML consulting, autonomous agent systems, and enterprise AI deployments.