Stockholm · AI Systems Engineer · Builder

ShamaThakur

I don't prompt AI.
I build the systems that do.

AI Systems Engineer
100+
Shipped
13
Prod agents
83
GDPR markets
14
Yrs in data
See the work LinkedIn Email

Things I've shipped

100+ live · real users · no demos
13

Enterprise AI · H&M Group · Production

13 Copilot Studio Agents

Athena, Faye, and 11 more. Built and deployed across H&M Group with organic cross-org adoption — no mandate, no budget, just usefulness spreading person to person. All 13 registered and risk-classified under EU AI Act (AIG.1/AIG.3) before the June 2026 deadline. The compliance architecture I designed is now the group standard.

Copilot StudioEU AI Act AIG.1/3EnterpriseStockholm

H&M · Live

GDPR at 83 Markets

Cookie consent analytics across 300+ websites. BigQuery + Tealium/TCC + Power BI. Full pipeline built from scratch for Customer Trust & Compliance.

BigQueryPower BI

RAG · Python · Built

RAG Pipeline

Full retrieval-augmented generation system. Local embeddings + Anthropic API. Context as architecture, not an afterthought.

PythonAnthropic APIVectors

AI App · Live

Frequency Studio

AI creative tool. Sovereign by Source flagship.

frequencystudio.vercel.app →

Physics + AI · Live

Cymatic Oracle

8,000-particle Chladni plate simulation. Real standing-wave equation. Web Audio API. Claude oracle layer. Built in one session because someone asked me to build the craziest thing I could.

Three.js · WebGL

YANTRA

Sacred geometry universe in Three.js. Real-time interactive WebGL. Because data and consciousness are the same thing at different scales.

Civic · Own domain

Klartväg

Free multilingual Swedish immigration guide. Work permits, asylum, citizenship. Official sources only. klartvag.se — because I needed it and it didn't exist.

Housing Tool · Live

Bostad Decoder

Stockholm housing listings in plain language. Hemnet decoded for people who didn't grow up here.

bostad-decoder.vercel.app →

Expat Tool · Live

Little Learner

Swedish + Hindi + Marathi + English förskola vocabulary. For South Asian parents raising bilingual kids in Sweden.

littlelearner.vercel.app →

Web Comic · 12 Episodes · Live

Annam Brahma

12 episodes, 72 slides. Maharashtrian food, consciousness, and lineage. Watercolour textures, brass thali, marigold motifs. Rooted in Nashik. Made in Stockholm. Instagram-ready PNG download per slide.

annam-brahma.vercel.app →

Product · Gumroad

Stillstack

PowerShell automation tool for Windows. Researched, built, documented, listed, and sold. €19. The full loop, done.

5+
Live Gumroad products
2
Spotify podcasts
(ElevenLabs + Claude)
+ Gnosis · MOR & MAA · Desi Stockholm · Sovereign Aisle · AKASHA · Tonic · Pattern · ICONIQUE · Element Compass Bazi · Sensorium · Wayfarer · Family Jury · Safar Saathi · Nyay · Sweden In Data · Flat Earth Clock · Aesthetic Worlds (5 worlds) · Papa Memorial · 70+ more on github.com/shamathakur77

Who I am

The arc

2010
Oracle, banking, India
Started in financial data engineering. Oracle PL/SQL, IBM DB2, real production systems with real consequences.
2019
Stockholm. H&M Group.
Moved from Nashik to Sweden. Joined H&M Customer Trust & Compliance. BigQuery, Tealium, GDPR at 83-market scale.
2023
Agent builder
Started building AI agents for H&M with zero mandate. Colleagues adopted them. 13 in production, EU AI Act compliant.
This is when I stopped being a data analyst and became something else.
2025
Builder in public
Started shipping personal projects. Claude Code, Vercel, Anthropic API. 100+ repos. Civic tools, AI apps, a 12-episode web comic, a Gumroad product, two podcasts.
All of it built during nap times and late nights.
2026
Loop engineer
I don't prompt AI anymore. I build the systems that do. Time to make that legible to the world.
This site is that.

"My job is to write loops. I don't prompt Claude anymore."
Boris Cherny, Head of Claude Code · Anthropic, June 2026

I've been operating this way before it had a name. South Asian expat in Stockholm. Data engineer by training. Agent architect by practice. Mother, manifester, builder of things that probably shouldn't exist yet.

The compliance depth most AI engineers skip — EU AI Act, GDPR at scale, risk classification — is something I have because I lived it inside a 300+ website, 83-market enterprise. That combination is genuinely rare.

I also believe data and consciousness are the same thing at different scales. That's not separate from the engineering. It's the source of it.

Substack GitHub Instagram

Work with me

01
AI Systems Audit
From €1,500
I look at your agents, prompts, pipelines, and compliance posture. Tell you what's a liability, what's underbuilt, and what needs a loop instead of a prompt.
02
Agent Build & Deploy
From €3,000
Production-grade AI agents. Copilot Studio or Claude API. EU AI Act compliance built in from day one, not bolted on later.
03
Speaking & Workshops
Contact for rates
Loop Engineering. Building with Claude. AI in enterprise. GDPR + AI Act for non-lawyers. I've done H&M's internal AI Academy. I can do yours.
04
Data Pipeline & BI
From €2,000
14 years of real data engineering. BigQuery, Azure Synapse, Power BI. Dashboards that get used, not admired once and forgotten.

Meet me anywhere

One URL. Scan it, tap it, type it. The same page works for a recruiter at a conference, a family member trying to understand what you do, and a stranger at a hackathon.

📱
QR Card
shamathakur.dev as a QR code on a Moo or Vistaprint card. Hand it to recruiters, investors, collaborators. One scan, whole picture.
🏷️
NFC Sticker
Programme an NFC sticker (£12 for 10 on Amazon) to open shamathakur.dev. Stick it on your laptop lid, your notebook, your conference badge. Anyone who taps gets the full site.
✉️
Email Signature
shama@shamathakur.dev as your professional address (Porkbun email forwarding, free). Signature: name · title · shamathakur.dev · LinkedIn.
🎤
Speaker One-Pager
Single PDF: who you are, three talk titles, one QR code, one email. For conference organisers. Fit on one A4, nothing more.
📄
CV Editions
Three CVs, one URL: FDE edition (Salesforce/Palantir), Anthropic edition (Applied AI), Consultant edition. Each one-page. All link back here.
🔗
Link in Bio
Point your existing link-in-bio to shamathakur.dev. One canonical URL everywhere: Instagram, LinkedIn, Substack, GitHub.
QR code for shamathakur.dev
shamathakur.dev
Scan this at a conference. Tap an NFC sticker programmed to this URL. Share it anywhere. One link that shows the whole picture — recruiter, investor, collaborator, human.
AI & Agents Claude CodeAnthropic APICopilot StudioRAG PipelinesContext EngineeringLoop EngineeringElevenLabs Data BigQueryAzure SynapseOracle PL/SQLIBM DB2Power BILooker StudioTealium/TCCPostgreSQL Build PythonReactVercel CLIHTML/CSS/JSThree.jsWeb Audio APIPowerShell Compliance EU AI ActGDPRAIG.1/AIG.3Risk Classification

Building in public. Support the work if it's been useful to you.

Support on Ko-fi →

Let's build
something real.

Stockholm. Open to roles, consulting, speaking, and building. Direct people only.

LinkedIn Email Substack GitHub