Depth over buzzwords
Understand the system under the abstraction — APIs, data, latency, failure modes.
SHUBHAMMALLICK
Portfolio ↗Shipped,not justbuilt.
Selected work
- IMURUN — local-first AIApp
- R&D — the FISH engine and moreResearch
- Learnify — Check & MateLearning platform
- imutechz-webSite
Local-first AI chat with its own inference engine: FISH runs GGUF models on your CPU, behind the Liquid Paper UI. Nothing leaves your machine.
Why work with me?
I’m Shubham — a B.Tech CSE (AI) student at MAKAUT who builds FastAPI services, RAG pipelines and LLM products that survive real users. ImuTechz is the organisation I founded: an open-source research & development community that builds tools anyone can run, inspect and fork.
Pragmatic AI
Use LLMs where they help; keep deterministic logic where it must be correct.
Own the pipeline
From the endpoint to the database to the deploy — the whole path, end to end.
What the work is for
Three goals, and four habits that keep the open source alive.
GOAL.01CARE.01 CARE.02 CARE.03 CARE.04
Local-first by default
Make the private path the easy path: AI that runs on your own machine, on our own engine, with every byte staying there.
GOAL.02One honest index
A single free place to find, compare and download 10,000+ agents and skills — no walled garden.
GOAL.03Built by a community
ImuTechz is an organisation, not an agency: research and tools built in the open, with contributors welcome.
Continuous harvests
The catalog is re-synced from GitHub on demand — dead entries drop, provenance is kept on every row.
A 49-test gate
Search quality, dedupe, categories, badges, links — green or nothing ships.
Docs from source
The 23 IMURUN guides render from the same markdown the app ships with.
Public by default
Repository, issues and history are open: maintenance in daylight.
The path so far
- Aug 2018 — Mar 2025: Senior Secondary (Computer Science), Jawahar Navodaya Vidyalaya, North 24 Parganas. Senior school with Computer Science — where the foundation was built.
- May 2022 — Dec 2023: Cadet, A-grade certificate, National Cadet Corps — 6 Bengal Battalion. Rigorous disciplinary training. Leadership and teamwork under real pressure.
- Aug 2025 — Jul 2029: B.Tech, Computer Science (AI), MAKAUT — West Bengal. Core CS + AI track — built through real projects rather than only coursework.
- Jun 2026 — now: Member, Google Developers Group On Campus, Kolkata. Technical workshops, developer events and community-driven learning across AI, cloud and intelligent systems.
- Jul 2026 — now: AI Intern, Autom8x / SWOT Management — United States. Agentic workflows, Claude API, sub-agents, CI validation, technical documentation and AI automation.
- Aug 2026 — Oct 2026: Founder & Managing Director, Hosteler India — hosteler.shop. Ran Hosteler, an e-commerce platform for hostel residents across India — engineering, brand and operations.
- Oct 2026 — now: Founder, ImuTechz — open-source R&D organisation. Founded ImuTechz before joining Potion Labs: an open-source research & development community behind IMURUN, the FISH engine, the Agents & Skills directory and this website.
- Oct 2026 — now: AI Developer, Potion Labs AI Technologies — Kolkata · On-site. On-site AI development internship in Kolkata, West Bengal.
10,631Directory entries
8,034Agents indexed
2,597Skills indexed
23IMURUN guides
49QA tests gating builds
Become the backend engineer for AI products first — then grow into AI Platform and ML Infrastructure.
Don’t take my word for it. Read the code.
imurun
github.com/shubham001312
IMURUN — local-first AI chat on our own C++ engine, FISH. 23 guides, MIT licensed.
Read the codeIn the open
Speaking & community
Member of GDG On Campus, Kolkata — workshops, developer events and community-driven learning. Talk invitations welcome.
Building in public
Progress, demos and build logs go out in the open. Side projects GRBS (a live roadmap builder) and Project VEDA (a personal RAG + agents assistant) keep feeding back into ImuTechz.
Watch the channel ↗
youtube.com/@ImuTechz — sessions on ImuTechz tools, research and builds.
Frequently asked questions
What is ImuTechz?
An open-source research & development organisation I founded. It builds IMURUN, the FISH inference engine, the Agents & Skills directory and this website, in public.
Is the work really open source?
IMURUN and its engine are MIT licensed on GitHub, with their notes, issues and history in the open — including what does not work yet.
Can I contribute?
Please do. Open an issue or a pull request on the IMURUN repository, or write to support@imutechz.in.
How do I reach you?
founder@imutechz.in reaches me directly; support@imutechz.in is for help with the tools. You can also book a call.
Where are you based?
Kolkata, West Bengal, India — working with people anywhere.
SHUBHAMMALLICK