# Tawananyasha Mukoriwo
Software Engineer | ML Researcher | Embedded Systems Enthusiast

> "I don't just build apps; I build things that make people ask, 'How does it even work?'"

## About
I am a Software Engineering student at HIT dedicated to bridging the gap between high-level AI and low-level hardware. I specialize in:
- **Hardware-Accelerated AI**: Researching Reinforcement Learning for automated PCB routing.
- **Industrial Solutions**: Building centralized asset management platforms.
- **Embedded Systems**: Designing smart wearables and intelligent gadgets.

## Tech Stack
- **Languages**: TypeScript, Go, Python, C++, Rust, Java
- **Web**: Next.js, React, Tailwind CSS
- **AI/ML**: PyTorch, JAX, TensorFlow, Reinforcement Learning
- **Hardware**: ESP32, Arduino, PCB Design, NPU Architectures
- **Cloud/DB**: Firebase, PostgreSQL, Docker, AWS

## Contact
- **Email**: hello@tawananyasha.com
- **Website**: https://tawananyasha.com
- **GitHub**: https://github.com/TawanaState
- **LinkedIn**: https://www.linkedin.com/in/tawananyasha-mukoriwo/

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## Projects

### Agent Valerie
- **Category**: Agentic AI
- **Tech**: Agentic AI
- **Summary**: Project Valerie is an agentic AI ecosystem that transforms real estate valuation in the SADC region by shrinking a traditional three-day manual reporting loop into a swift twenty-minute human-verified review. Operating on a high-margin B2B SaaS model, the platform features an offline-first mobile Scratchpad for field data capture, which an autonomous AI agent uses to run localized market research via its multi-modal engine. Every signed, legally compliant valuation certificate dynamically updates our proprietary vector database—"Market Wisdom". This builds a powerful, self-sustaining data flywheel, turning a workflow productivity tool into an unassailable Data Monopoly that packages anonymized risk analytics and transaction trends into high-ARR subscription pipelines sold directly to commercial banks, insurance underwriters, and pension funds.
- **Link**: https://tawananyasha.com/projects/agent-valerie


### Ledgerly
- **Category**: Web Development
- **Tech**: N/A
- **Summary**: A direct financial tracking application bridging the communication gap between managers and owners. When a payment is recorded, owners receive direct notifications and statistical breakdowns of expected versus received revenue.
- **Link**: https://tawananyasha.com/projects/ledgerly


### Steer
- **Category**: SaaS
- **Tech**: WEB
- **Summary**: Steer is a premium mobile-first, multi-tenant SaaS application designed to digitize the critical "Key Exchange" process in the car rental industry. 
- **Link**: https://tawananyasha.com/projects/steer


### Five Faces
- **Category**: Systems Engineering
- **Tech**: APP DEVELOPMENT
- **Summary**: The Ministry of Industry and Commerce required a sophisticated method to capture and analyze public satisfaction regarding their services across various physical locations. So I built an integrated hardware-software review system. It utilizes large, tablet-like touchscreen interfaces placed on-site to aggregate user feedback, which is then fed into a deep data analytics engine.
- **Link**: https://tawananyasha.com/projects/five-faces


### Medic
- **Category**: AI / ML
- **Tech**: EDGE AI
- **Summary**: Explore the future of healthcare with this fun AI experiment! Input symptoms and let our 4M+ parameter neural network suggest possible conditions. Built by Tawananyasha Mukoriwo - purely educational, definitely not a doctor! 🤖
- **Link**: https://tawananyasha.com/projects/medic


### Sounds Right
- **Category**: Web Development
- **Tech**: AI
- **Summary**: SoundsRight is your personalized 5-minute morning mix - a fresh blend of news, music, messages, and motivation that’s made just for you. Skip the noise, hear what matters, and start your day sounding right.
- **Link**: https://tawananyasha.com/projects/sounds-right


### Project Amara
- **Category**: IoT
- **Tech**: IOT
- **Summary**:  Schools in environments where internet connectivity is expensive, unreliable, or distracting struggle to implement modern digital learning tools effectively.
- **Link**: https://tawananyasha.com/projects/amara


### Wolim Music
- **Category**: Mobile Development
- **Tech**: N/A
- **Summary**: A voluntarily developed application tailored specifically for the church's singers and musicians, providing instant access to a synchronized library of musical sheets.
- **Link**: https://tawananyasha.com/projects/wolim-music


### Cozy Corner
- **Category**: Web Development
- **Tech**: Web
- **Summary**: Transform your house into a home with Cozy Corner. We specialize in custom curtains, window dressings, and unique home décor accessories that blend elegance, comfort, and functionality. Discover our curated collection and start creating your dream space today.
- **Link**: https://tawananyasha.com/projects/cozy-corner


### Tudu
- **Category**: Mobile Development
- **Tech**: Web Dev
- **Summary**: Built in a single day as a technical exercise and out of personal necessity, TUDU is a highly efficient, minimalistic to-do list application.
- **Link**: https://tawananyasha.com/projects/tudu


### Little Treasures
- **Category**: Web Development
- **Tech**: WEB
- **Summary**: Discover a world of fun and learning at Little Treasures! We offer a wide range of educational toys, books, and creative tools to spark curiosity and imagination in every child. Play, learn, and create with us!
- **Link**: https://tawananyasha.com/projects/little-treasures