Experience
May 2025 - Present
7 months
- Lead engineer for the MatchMaker Toolbox (KNIME): Index Builder, Approximate Matcher, Character Mapper, license nodes
- Designed M|ARS (MatchMaker Agentic Retrieval System) — hybrid retrieval combining deterministic search + LLM tooling
- Developed internal RAG and search prototypes (MatchMaker + vector search + LLM)
Nov 2024 - May 2025
7 months
- Led the design and development of AI/Data curriculum including learning objectives, project design, and assessments
- Built hands-on AI modules (LLMs, ML, data processing)
- Improved content development workflow and introduced structured curriculum frameworks
Aug 2023 - Aug 2024
1 year 1 month
- Developed AI products across logistics, production, sustainability, and sales domains
- Built CO₂ emission estimation system using LangChain, GraphRAG, Neo4j, Azure OpenAI
- Created order automation using Llama 3.0 → +6% conversion increase (A/B testing)
- Implemented predictive maintenance on vibration data (PCA, IoT Hub)
Apr 2022 - Oct 2022
7 months
- Taught Text Mining, JSON, REST APIs, Python, Pandas
Nov 2021 - Jun 2023
1 year 8 months
- Built dashboards and analytics visualizations (D3.js, Plotly, ECharts)
- Developed geospatial and process-based visualization components
- Supported curriculum and learning material development for the Data Evangelism Team
Feb 2020 - Dec 2024
4 years 11 monthsMountain View, United States
- Created 10+ AI/ML courses for more than 80,000 global learners
- Focus areas: LLMs, Python, PySpark, Generative AI, Data Science
- Designed real-world scenarios for B2B and B2C learning programs