Kerem Özdemir

About

Seven roles, two degrees in progress

Kerem Özdemir
Location
Munich, Germany
Languages
Turkish native. English C1 (IELTS). German A2, self-assessed.
Right to work
Student residence permit: 140 full days or 280 half days a year under § 16b AufenthG, plus student assistant work at the university.

Experience

since 07/2026

BIGMMarketing manager, part time

Social media presence and brand identity for a B2B AI sales automation platform, alongside full time study.

Munich
since 02/2026

CoLaunchCo-founder

A platform matching startup ideas with the talent to build them. Third at the Boğaziçi Enterprize competition, national level among JA Startup teams, semi final at the Yıldız Technical University entrepreneurship competition.

Istanbul
10/2025 to 02/2026

Kaeser KompressorenCircular economy project, TUM course

Built a product return scheme and a product as a service model for industrial compressors, in a team of five. My part was the Scope 3 method and the assessment of what the Ecodesign for Sustainable Products Regulation and the Digital Product Passport would require of it.

10/2025

SILREAL GmbHConsultant intern

Ran the market entry research as part of the project team, and built the client facing slides that went with it, including the charts.

Berlin, remote
04 to 09/2025

Microbify GmbHMarket expansion consultant, project study

Mapped and sized three B2B segments and wrote the market entry strategy underneath them, with KPIs and a risk assessment. Graded 1.0 by TUM, the top of the German scale.

Straubing
07 to 08/2024

HTE Industrial Control SystemsSustainability consultant intern

Went through the reporting obligations and separated the ones that applied to a controls manufacturer from the ones that did not.

Istanbul
03 to 04/2024

Tuğçelik AlüminyumSustainability intern

Collected and calculated Scope 1 and Scope 2 emissions data across the production sites.

Istanbul

Education

2025 to 2029

Istanbul UniversityBSc Economics, remote, studied alongside the Munich degree

2024 to 2027

Technical University of MunichBSc Sustainable Management and Technology

2023 to 2024

Yeditepe UniversityManagement Information Systems, transferred to TUM

Projects

since 2026

fixternLLM consulting engine

Turns raw files and a brief into decks, memos and workbooks, with row-level data lineage on every figure; model output is rejected when a number fails to reconcile with the computation engine. 1 566 tests, 14 263 evaluated cases, zero errors.

since 2026

StamphallPolicy enforcement for AI agent tool calls

API contracts compiled into signed tool mappings, each call authorised by two policy engines, with tenant isolation, idempotency keys and an audit trail per decision. 373 Go tests, 369 under the race detector.

since 2026

FaventOn-device face retrieval

Finds every photo a guest appears in across thousands of event photos, from three frames of their face. One ONNX embedding space on server, iOS and browser, and the face measurement never leaves the device. 36 489 faces searched in under 5 ms by the Swift matcher on a Mac.

since 09/2026

agent-vitalsDaily census of AI agent repositories

About 40 000 AI agent and MCP repositories on GitHub, counted by a scheduled GitHub Actions pipeline and published as an MCP server with four tools.

since 2026

OculaneLive-ops backend for game economies

Telemetry ingestion, an authoritative wallet and exploit detection; bounded parameter changes go live only after human-in-the-loop approval, with rollback and guardrails. 359 tests.

since 2026

keremozdemir.deOpen-source ESG and finance instruments

Five instruments that run in the browser, nine finished tools with 466 hand-worked test assertions, and eight case studies across four repositories, in three languages.

Skills

AI and agents

Claude Codemulti-agent orchestration, sub-agents, 40 custom skills, hooks, context engineering

MCPserver development, agent-vitals published with four tools

Human-in-the-loopapproval with rollback and guardrails, no privileged path for the model

EvaluationLLM evaluation and AI search visibility, measured on Google AI Overviews and Perplexity

Local inferenceOllama with Qwen3

Sustainability

ESGanalysis and reporting, carbon accounting across Scope 1 to 3, life cycle assessment, CBAM

RegulationCSRD, ESPR and the Digital Product Passport, circular economy strategy

Analysis

Finance and strategyfinancial modelling, market research and sizing, decomposition analysis, KPI and risk assessment

Tools

OfficePowerPoint with think-cell, Excel for financial modelling

CodePython, packaged, typed and tested in CI; JavaScript and SVG; Git and GitHub Actions; Java

Certifications

2026

McKinsey & CompanyForward

2026

BCG on ForageDigital Transformation job simulation

2025

Emory on CourseraManagement Consulting

2025

UIUC on CourseraSustainability Consulting

2024

Google on CourseraProject Management

2024

Google on CourseraAI Essentials

Memberships

since 2025

UN MGCYChemicals and Waste Youth Platform, participant

2024 to 2026

Enactus Straubing e.V.Innovation team member from 11/2024, Kassenprüfer (cash auditor) from 07/2025

since 2025

FC Bayern München e.V.member

Updated