Who is Deepanshu Goel?

Deepanshu Goel is a Forward Deployed Engineer at Heizen and Founding Engineer at GIKSN Research, based in Delhi, India. He ships AI and automation systems into live client production environments and builds open tools such as Rinne. His site is https://deepanshuweb.in.

What does Deepanshu Goel do as a Forward Deployed Engineer?

As a Forward Deployed Engineer at Heizen, Deepanshu Goel embeds with product and customer teams to design and ship production AI systems, including multi-agent workflows, document and voice pipelines, and rules-as-data engines, inside the codebases those teams already run.

Is Deepanshu Goel a Forward Deployed Engineer at Heizen?

Yes. Deepanshu Goel works as a Forward Deployed Engineer at Heizen and as Founding Engineer at GIKSN Research. Public work includes anonymized case studies on deepanshuweb.in/work and open-source multi-agent tooling under GIKSN (Rinne).

Deepanshu Goel

Deepanshu GoelForward Deployed Engineerat Heizen.

Three and a half years in. I work on AI and automation systems, mostly inside other people's codebases. This site is where I'm writing down what the work has taught me so far.

Delhi · IST
2023 — now
NestJS · Next.js · AWS

Work

Work.

The projects that taught me the most. Anonymized by client; specific about what I learned building them.

003Spoken Findings Into Real Radiology Reports — At a Cost That Surviveshealthcare2026 · 12 wk 002Weeks of Schedule Setup, Compressed Into a Document Dumpconstruction2026 · 16 wk 001One Engine. Nine Teams. Zero Hardcoded Rules.saas2026 · 12 wk

Elsewhere

Elsewhere.

Talks, conferences, hackathons, side notes. The journey, dated and linked.

2026

seriesWrote about why agent plans die the day the PR merges: the business decisions were written into a build script. Outcomes, rules, rejected options, and scope need a record that outlives it.showcasePosted the Rinne thesis: one local conductor that plans, routes, verifies, and loops over the coding agents and API keys you already pay for, without a second bill or a hosted black box.seriesWrote from the forward deployed seat about agents inside real workflows with real operators, where "it worked in the sandbox" is where the work starts.seriesOpened the LinkedIn page for GIKSN Research with Siddharth Manjul. It's an independent lab on AI and memory, and Rinne is its first open product.showcaseShipped Rinne v0.1.9 under GIKSN Research: an open-source, terminal-first multi-agent harness with Harness Stage.personalStarted as Founding Engineer at GIKSN Research, working on terminal-first AI systems and the lab's first open products.

2025

conferenceAttended React Nexus 2025 in Bangalore for the talks on production React and the hallway conversations over coffee.hackathonOne-day hackathon at The Circle, Gurugram. Built a bubble tap game that logs every tap on-chain to test Monad's throughput in real time. It didn't win, but I came away knowing Monad's dev stack.personalRan my first 10k three weeks after my first 5k. It takes the same stubbornness as shipping, minus the deploy button.personalRan my first 5k without ever having trained for one, and kept going.seriesStarted Stack Wednesday, a weekly public note on the tools and stacks worth keeping.mentionCompleted Hugging Face's AI Agents Fundamentals course, which treats agents as systems you evaluate.

2024

talkSpoke at React Delhi #7 on Encore.ts, which gives you a typed back end with less glue code.hackathonWon Best Use of Move ($2,500) at Aptos Winter School in Goa for a weekend build written in Move.residencySpent a month on site with MAGES Studio in Singapore, doing full-stack and ML work next to the team that owned production.showcaseDemoed Git Riddle, a LangChain app that writes riddles from a developer's GitHub profile, at Singapore's Pi Day and SQL Coder meetup.talkSpoke at React Delhi #2 on wiring LangChain into React apps so LLM calls show up as product UI.

2021

talkSpoke at Data on Kubernetes Students Day on Kubernetes Custom Resource Definitions.

Talks, wins, and notes from outside this site.See the full list →

Now

Now.

Updated 2026-07-28

Working on

Email requirements for supply chain — getting clear on what the system actually needs before anyone writes pipeline code.

Reading

Different AI pipeline shapes, and how far custom solutions should diverge by industry instead of forcing one template.

Thinking about

How AI agents can fit more effectively with developers — working alongside them, not only coding for them.

Building on the side

[Rinne](http://rinne.giksn.com/) — side project in progress.

About

About.

I'm Deepanshu. I write code in Delhi, currently for Heizen as a Forward Deployed Engineer.

I started in college, building things for clients before I'd graduated: an AR farming app for IFC and a doctor-patient consent tool for a Singapore hospital. I was a generalist who wanted to ship, and I still am.

After college, I spent nearly three years at MAGES Studio, a Singapore gaming and edtech company, mostly remote with a month on site. I did full-stack work and ML on AWS, and learned to ship without breaking production at 2am.

Now at Heizen, I drop into other people's codebases and ship AI and automation systems for clients I usually can't name.

If you've read this far and want to talk, my email's below.

GitHub · LinkedIn · Email · Full story →

CV.

For the people who want the chronological version. Open the full page or download as PDF.

Experience

Forward Deployed Engineer2025 — now

Heizen · Delhi (remote)

Founding Engineer2026 — now

GIKSN Research · Delhi

Full Stack Software Developer2023 — 2025

MAGES Studio · Singapore (remote) · residency on-site

Education

B.Tech, Computer Science — Full Stack Specialization2019 — 2023

The Northcap University

Certifications

AI Agents Fundamentals2025

Hugging Face

Open full CV →↓ Download PDF