Gathering chakra

Opening the eye…

Harsh Tripathi
月読72:00:00

I build AI that sees, reads, and argues with itself.

AI Engineer at Suvir AI · IIT Bhilai '27

壱 · Tsukuyomi

You're in my genjutsu now.

Seven memories. Seventy-two hours. One look.

弐 · Origin

Circuits first.

Electrical Engineering, IIT Bhilai '27.

Harsh Tripathi

Harsh Tripathi

Village
IIT Bhilai
Post
AI Engineer, Suvir AI
Specialty
Agents, vision, edge AI

Techniques

  1. Python
  2. PyTorch
  3. LangGraph
  4. FastAPI
  5. Next.js
  6. TypeScript
  7. Kafka
  8. Docker
  9. Rust

弐 · The Exams

Hackathons are where I learn fastest.

任務 · The Exams5 missions

  1. SafeWander: real-time monitoring for dementia patients.

  2. YOLOv11n with dendritic optimization, now in their official repo.

  3. Top 800 of the OpenEnv hackathon: a PII-redaction environment server.

  4. Two winning builds among 11 winners.

  5. Ministry of Labour × MyGov: one idea for every problem statement.

参 · The Eye

DRDO · Intern · 2025

Burmese, Hindi, Chinese and English, on Meta’s NLLB-200.

BLEU · Burmese → English

Lunor25.02
Google Translate9.14
Snake
Ram
Monkey
Boar
Horse
Tiger

IIT Bhilai · Research Intern

Real-time YOLO on a Jetson, end to end.

Inter-IIT Tech Meet · 2025

An RL trader; LLM agents argue every trade.

22.3% return · 12th of 23 IITs

四 · Now · 2026

AI Engineer at Suvir AI.

QA that runs itself.

An agentic browser that tests web apps on its own.

What I build

The engine behind it.

app.acme.dev/settings/teamagent

Test “A new teammate can be invited as an editor.”

Team

Send invite

Expected “Invite sent”. The API answered 500 and the form kept spinning.

  1. apirun.created
  2. plannerLLM plans 4 steps
  3. workergoto /settings/team
  4. workertype the email
  5. workerpick role: Editor
  6. workerclick Send invite
  7. checkerexpect “Invite sent”

Trace saved · 7 events · replay

  1. 01 goto
  2. 02 email
  3. 03 role
  4. 04 send ✕

an illustrated run

Every failure, replayable.

Many runs at once.

Control so smooth the target never notices.

五 · Projects

A thousand techniques.

27 projects. Six, drawn the way they work.

Copy every technique. Then make your own.

一 · 01 / 06 · 2026

memora

Version control for what an AI agent believes.

PyPI ↗GitHub ↗

initcommitcommitreplaybranchexperimentClaude CodeCursorCline

二 · 02 / 06 · 2026

Reverie

DevTools for an AI agent's thinking.

PyPI ↗GitHub ↗

三 · 03 / 06 · 2026

FlowSpeak

Answers your audience's questions while you present.

GitHub ↗

questionlistenerwatchersynthesizeron screencritic

四 · 04 / 06 · 2026

VERIFAI

Chest X-ray reads you can audit.

GitHub ↗

X-raydiagnosis

五 · 05 / 06 · 2026

VesselWatch

Finds oil spills from ship tracks and satellite radar.

GitHub ↗

AIS shipsKafkaanomalyAirflowSentinel-1 SARspill

六 · 06 / 06 · Gemma Hackathon 2026

Dia

An AI companion that never needs the cloud.

GitHub ↗

Gemma 4chatvisionvoiceautomationguidancehandwritinghomebubble

The rest

Every other technique.

六 · Susanoo

How I build.

One layer round the last.

Ribs · the evals

The test comes first.

Skeleton · the system

Agents, tools, queues. Plain, so it holds weight.

Flesh · the models

Models, measured against those tests.

Armour · shipping it

Monitoring, retries, guardrails, real users.

七 · Dawn

Shipped for real.

Not demos. Software businesses run on.

Client · Balaji Health Care

What a medical supplier runs on.

Stock, orders, finances, and an assistant over their data.

“Very helpful.” · BHC

bhcmp.store ↗

Client · an intercity bus operator

Tickets for the road.

A bus operator's own booking app.

Launch · OffPay

UPI with no internet.

Pay any UPI QR with no signal, over *99#.

300K+impressions at launch

offpay.vercel.app ↗

口寄せ · Contact

Summon me.

WriteGitHub ↗LinkedIn ↗

00:00:00

The genjutsu is over. Everything in it was real.

Harsh Tripathi

AI engineer. I build AI that sees, reads, and argues with itself.

GitHub ↗LinkedIn ↗