Mihaly Dani
Full-stack + ML engineer building practical AI products and data-driven systems.
BSc Computer Science, First Class · Dong-a University Summer School 2023 · Stanford Summer Session 2024
About
I build products at the intersection of software engineering and machine learning, from full-stack web applications to computer vision pipelines. Currently exploring synthetic data and video understanding.
I work best in small teams where I can own features end-to-end: scoping the problem, building quickly, measuring outcomes, and iterating.
Currently
A £1M Digital Growth Fund for UK SMEs. Custom software development, AI integration, and process automation, 70% funded.
AI-powered social media publishing CLI for LinkedIn and X. Works best with OpenClaw.
Building the world's fastest jigsaw puzzle solver AI. Currently generating large-scale training data with a native macOS puzzle piece generator.
Projects
Multi-step project to build the fastest jigsaw puzzle solver AI, starting with a native macOS data generation tool.
2026-02 – present · Active
Built a native macOS puzzle generator app producing training data at scale with bezier-curve interlocking pieces.
AI-powered social media publishing CLI for LinkedIn and X. Works best with OpenClaw.
2026-02 – present · Active
Shipped a working CLI tool with AI generation, draft management, and scheduled publishing.
Construction pricing search platform with AI-powered semantic search, PDF ingestion, and analytics dashboard.
2025-08 – 2026-02 · Finished / Handover · Private
Reduced item search time from ~5 minutes to under 1 minute per lookup.
Full-stack beauty salon platform with admin CMS, treatment booking, multilingual support, and review system.
2025-08 – present · Active
Delivered a production salon website with a full admin dashboard and content management system.
Final year project: VAE-based synthetic video generation pipeline for fall detection training data.
2025-04 – 2025-04 · Submitted
Built a VAE pipeline that generates synthetic fall sequences from real video frames for data augmentation.
Other
- OpenAnalytics: Privacy-first analytics platform, one line of code for complete insights.2026-02 · Active
- N-gram Language Model: N-gram based language model implementation.2024-07 · Finished
- GridWorld: Python reinforcement learning grid world environment.2024-04 · Finished
- PubZone App: React Native mobile app with navigation, context state, and service layer architecture.2024-03 · Prototype
- Chatbot: Conversational AI chatbot built with Rasa, with a client frontend and custom actions server.2023-02 · Finished
Research
- Synthetic data generation for limited-label video understanding tasks
- Robustness and generalization in pose-based human activity recognition
- Built interpolation-based synthetic data pipelines for fall detection datasets
- Compared optical flow vs. skeleton features across multiple camera viewpoints
- Evaluated model performance under domain shift using cross-environment test sets
Stack
Frontend
- Next.js
- React
- TypeScript
- Tailwind CSS
Backend
- NestJS
- Node.js
- REST APIs
- GraphQL
Data
- PostgreSQL
- Redis
- ETL Pipelines
- Prisma
ML
- PyTorch
- OpenCV
- Computer Vision
- LLM APIs
Contact
Reach me at hello@mihaly-dani.com or connect on LinkedIn.