Yugam Ask · AI agent
Plain-English questions over 1.7M schools: text-to-SQL on a self-hosted LLM, with a GPU that starts on demand.
I add AI where it saves real time: agents that answer questions over your data, document and answer-sheet reading, call transcription and summaries, and computer vision. When privacy or cost matters, models run on your own server.
01 What I do
An AI agent that turns plain-English questions into safe, read-only SQL, like Yugam Ask over 1.7 million schools.
Reading forms, invoices and exam answer sheets with AI, with checks so results can be trusted.
Call transcription and summaries in Indian languages for sales and admissions teams.
Face recognition attendance from a single photo, running on an ordinary CPU with no cloud AI.
02 Proof
Real products for real organisations. See all work →
Plain-English questions over 1.7M schools: text-to-SQL on a self-hosted LLM, with a GPU that starts on demand.
AI tools for teachers and admissions, including Indian-language call transcription, on the school's own server.
ai.yugam.coA class marked present from one photo, using OpenCV on an ordinary CPU, with no cloud AI.
Adaptive aptitude test and career-stream recommender with AI-read OMR sheets and PDF reports.
streamfit.shikharedtech.com03 Process
We talk through the problem and I suggest the simplest thing that solves it.
A clear scope, timeline and fixed quote. No surprises.
Weekly demos on a live link, so you see progress as it happens.
Deployed, monitored, documented, and supported after launch.
04 FAQ
Yes. Most AI work is added to existing systems: a question-answering agent over your database, document reading, or summaries of calls and tickets.
Yes. He has deployed self-hosted models (Qwen on vLLM, Ollama) and CPU-only computer vision so sensitive data stays on your servers.
Yugam Ask (text-to-SQL agent over 1.7M schools), Yugam AI (lesson planner and Indian-language call summaries), face-recognition attendance, and AI-read OMR sheets for StreamFit.
Tell me what you need. I usually reply within a day.