Deepanshu Goel
Deepanshu Goel

Forward Deployed Engineer at 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.

Most of this was built at Heizen. Some earlier work, at MAGES Studio.See the full list →
Elsewhere

Elsewhere.

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

2026
seriesWrote about agent-heavy delivery: outcomes, rules, rejected options, and scope — decisions as product, not a throwaway build script.showcasePosted the Rinne thesis: one local conductor over coding agents and API keys — plan, route, verify, loop — no second bill, no hosted black box.seriesWrote from the Forward Deployed seat: agents meet real operators and workflows — the system around the model is the product, not the sandbox demo.seriesOpened the LinkedIn page for GIKSN Research with Siddharth Manjul — independent lab on AI and memory; first open product Rinne.showcaseShipped Rinne v0.1.9 under GIKSN Research — open-source, terminal-first multi-agent harness with Harness Stage.mentionCompleted Hugging Face’s AI Agents Fundamentals — agents as systems you evaluate, not demos you screenshot.personalStarted as Founding Engineer at GIKSN Research — terminal-first AI systems and the lab’s first open product line.
2025
2024
2023
Public trail — talks, wins, and notes off 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, a doctor-patient consent tool for a Singapore hospital. I was a generalist who wanted to ship. That hasn't changed.

After college, I spent two and a half years at MAGES Studio in Singapore — edtech, ML on AWS, the kind of full-stack work that taught me 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.

CV

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)
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