Sep 2025 — Present
AI/ML Engineer — Compliance eComms Classification Models
UBS
Applied AI/ML engineering focused on reliable classification systems in a regulated environment.
R Résumé
Twenty years of making complex technology more dependable.
AI and machine learning, product building, quality engineering, programme delivery, and the experience connecting them.
Professional summary
Reliable systems, useful products, visible evidence.
I am a Zürich-based AI/ML engineer and product builder focused on reliable, evaluated machine-learning systems. My path spans software testing, release and programme leadership, cloud engineering, NLP classification, LLM and RAG systems, and hands-on product development.
Experience
Aug 2024 — Present
Scrum Master
UBS
Supporting delivery, team effectiveness, and continuous improvement alongside hands-on AI/ML work.
Jan 2020 — Present
Independent AI Developer & Content Creator
Independent
Building open-source AI systems, Krishi AI, technical experiments, tutorials, and practical learning material.
Feb 2016 — Jul 2024
Programme Release Manager & QA Manager
Credit Suisse
Led release, quality, service, and programme responsibilities across large banking-technology environments.
Jan 2008 — Jun 2015
UAT Test Manager
Cognizant
Managed user-acceptance testing and quality delivery across enterprise programmes.
Capabilities
AI & ML
- LLM and RAG systems
- NLP classification
- Evaluation and experimentation
- Prompt engineering
- PyTorch
- TensorFlow
Engineering
- Python
- FastAPI
- Kotlin
- TypeScript
- SQL
- API design
- Automated testing
Platforms
- Azure
- Google Cloud
- AWS
- Firebase
- Snowflake
- Docker
- Kubernetes
Delivery
- Product development
- MLOps
- Agile delivery
- Programme and release management
- Quality engineering
Education
Bachelor of Computer Science
Savitribai Phule Pune University
1999 — 2002
Selected credentials
Languages
- English — native or bilingual proficiency
- German — professional working proficiency