Ivan Dimitrov
I'm a passionate AI/ML engineer who speaks fluent PyTorch and dreams in tensors. I build production AI that actually works—from LLMs that don't hallucinate your grandmother into a transformer.
About
I’m a passionate AI/ML engineer who speaks fluent PyTorch and dreams in tensors. I build production AI that actually works—from LLMs that don’t hallucinate your grandmother into a transformer. Whether it’s saving lives with fall detection or optimizing cities with smart infrastructure, I bring both the technical depth and entrepreneurial mindset to turn ambitious ideas into production reality.
- 8 years' experience
- Joined November 2025
Skills· 3
Languages
- BulgarianFluent
- EnglishFluent
- GermanIntermediate
- RussianBeginner
Industry experience
- Healthcare
- Government
- Professional Services
- Software & Internet
Work experience· 4 roles
Architected a real-time fall detection multi-pipeline system processing live video streams. Built custom action recognition models and engineered robust video preprocessing pipelines, achieving 85-92% accuracy. Integrated with broader healthcare ecosystem for a production-grade solution.
Built a personalized AI companion, mastering on-device AI deployment and exploring monetization strategies. Developed end-to-end Android development skills.
Developing biometric solutions like face recognition and liveness detection. Built biometric ML pipelines and optimized inference for edge devices.
Education
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