AI
SYSTEMS
ENGINEER
& FOUNDER.
Kakinada, India
Prompt Engineer
I build AI systems that border on precision, intelligence and open source.
AI agents, MCP servers, developer tools, and the quiet infrastructure between them — designed, shipped, and mostly open sourced from Kakinada, India. Founder of ROLLNO31.
Building the AI systems layer — agents, developer tools, and the quiet infrastructure that makes them work together in production.
Shipping in the open. Every repo, every experiment, every failure — public by default.
Building
in the open.
I build AI systems — agents, MCP servers, and developer tools — and ship most of it as open source. 90+ public repos, two startups, 4,000+ contributions a year. Most of it started as a problem nobody had solved yet.
About MeWHAT I DO
AI & Agents
Designing and shipping AI agents and MCP servers that let LLMs drive real systems — not demos.
Open Source
90+ public repos — VS Code extensions, developer tools, and infrastructure, built in the open.
ML & Vision
Fine-tuning, computer vision, and model work — from LoRA on TinyLlama to Faster R-CNN detection.
Founder
Building ROLLNO31 — an AI-powered education layer, K–PhD — and Blink Through.
Open Source
lanforge-mcp
MCP Server · Candela Technologies
A Model Context Protocol server that lets LLM agents drive LANforge Wi-Fi test rigs — six typed tools, mock-mode by default, 63 tests, mypy --strict clean.
88%Test Coverage · 63 tests · mypy --strictPeerDrop
VS Code Extension · P2P
P2P file transfer and voice, inside the editor — WebRTC data channels, Opus-encoded voice notes, a signaling server that never sees your data. MIT licensed.
0Accounts required · WebRTC · MITPush Activity Logs
VS Code Marketplace
A coding-activity tracker shipped on the VS Code Marketplace — pulls live GitHub contribution history and renders it as a charted dashboard.
LiveGitHub API · Chart.js dashboard
Selected Work
lanforge-mcp
2025
MCP server that lets Claude drive Candela's LANforge Wi-Fi test platform — six typed tools, mock-mode by default.
MCP Server
Python · MCP · httpx · FastMCP
GlaucomaDetection
2025
Dual deep-learning pipeline that screens retinal fundus images for glaucoma and delineates the optic cup and disc.
AI Glaucoma Screening
TensorFlow · Keras · U-Net · Flask · React
ai-tutor-clone
2024
Live AI tutor with a video avatar — real-time conversations and on-demand generated video answers.
Conversational AI
Tavus API · GPT-4o · Flask
AI-Powered-Rebar-Detection
2024
Faster R-CNN pipeline that detects, counts, and cost-estimates rebar in construction imagery.
Computer Vision
PyTorch 2.x · Faster R-CNN · FastAPI
MY TECH STACK
I work across agents, ML, and the open-source infra that ties them together — where systems & open source meet.