M·B/WORKS● LIVEDE · HIRE ME
◼ PORTFOLIO · №1LAT·51N LON·6EACCEPTING: Q3·26 WORKSCROLL ↓
APPLIEDA·ICONSULTANT*

* Muhammad Bilal. Based in Germany. I build agentic systems, analytics pipelines, and AI-driven operations tools for teams tired of demos that never reach production.

CASES SHIPPED ·······················
03 / OPEN
EXPLORE ▾
◼ WORK · READ FROM TOP

Three cases. One rule. Ship it.

01
◼ LAMECHKY · DE2026

A BI STACK THAT REPLACED A FULL CONTROLLING HEADCOUNT.

10 weeks. 8 dashboards. 23 KPIs. A Node middleware bridging three auth protocols. First month moved team efficiency from 49% to 65%.

  • ▪PoC → paid contract in 186 hours
  • ▪49% → 65% team efficiency — Feb → Mar '26
  • ▪Bridged HAWK + API-key + Power BI (no native path)
  • ▪Phase 2 live; engagement extended through Q2
POWER BINODE.JSEXPRESSRENDERABSENCE.IOTOGGL
OPEN CASE ▸
€50K
SAVED / YEAR · COO-ATTRIBUTED
“IT TOOK ME THREE YEARS AND YOU THREE WEEKS.”
— COO, LAMECHKY GMBH
02
◼ OPEN SOURCE2026

MEETING NOTES TO JIRA BACKLOG IN FIVE MINUTES.

Planning meetings generate messy transcripts. Jira expects clean epics, stories, and acceptance criteria. This tool bridges the two — and files the result against the Atlassian API.

  • ▪Epic + story decomposition from notes
  • ▪Acceptance-criteria drafting, priority, estimation
  • ▪Atlassian REST with dry-run + filing modes
  • ▪Open source, CLI and action-hook modes
PYTHONCLAUDE APIATLASSIAN RESTPYDANTIC
SEE IT RUN ▸
5′
NOTES → FILED BACKLOG
03
◼ TUM × TRR 2662024

AN LLM PIPELINE BEHIND STOXX-600 CLIMATE RESEARCH.

A TRR 266 working paper needed structured paragraphs from six years of STOXX Europe 600 annual and audit reports. I built the extraction pipeline. The paper cites the work in its acknowledgements.

  • ▪STOXX Europe 600 coverage, 6 reporting years
  • ▪PDF ingestion + LLM section extraction
  • ▪Downstream corpus feeding ClimateBERT
  • ▪SSRN 4763140 — Müller, Ormazabal, Sellhorn, Wagner
PYTHONCLAUDE APIPDF PARSINGPANDAS
READ PAPER ▸
600
EUROPEAN FIRMS · 6 YEARS
“EXCELLENT RESEARCH ASSISTANCE BY MUHAMMAD BILAL.”
— SSRN 4763140 · ACKNOWLEDGEMENTS
◼ MANIFESTO · READ ALOUD
01.  NO DEMOS. ONLY SHIPS.
02.  DATA > OPINIONS.
03.  AGENTS ARE EMPLOYEES, NOT PARTY TRICKS.
04.  IF IT ISN'T MEASURED, IT ISN'T DONE.
05.  SHIP, THEN POLISH. NEVER THE OTHER WAY ROUND.
06.  SIMPLE PIPELINES BEAT CLEVER PROMPTS.
◼ CONTACT · READ THIS FIRSTREPLY WITHIN 48 HOURS

LET'S BUILD THE THING.

I take on a small number of applied AI engagements per quarter. Send a short note: the problem, the constraints, the deadline. I'll tell you honestly whether I can help — and whether you should hire someone else.