I operate at the intersection of:
🤖 AI Engineering × 🚀 Forward Deployed Execution × 📦 Product Strategy
I don’t just build features —
I build systems, products, and outcomes.
- 🚀 Led execution of 40+ real-world AI & SaaS products
- 🤖 Built AI products like DeepVid.ai, SongGPT
- ⚙️ Backend-focused (Spring Boot, APIs, AWS)
- 📊 Product thinker (metrics, UX, growth loops)
- 🧠 Strong in 0 → 1 building + scaling systems
| Typical Engineer | Me |
|---|---|
| Writes code | Ships products |
| Follows specs | Defines strategy |
| Works in modules | Owns end-to-end |
| Feature-focused | Impact-focused |
- Solve ambiguous real-world problems
- Work directly with users & stakeholders
- Rapid build → deploy → iterate cycle
- Deliver impact under constraints
- LLM integrations & automation
- AI-powered workflows
- ML pipelines in production
- Data-driven decision systems
Creating high-quality video content required:
- Manual editing effort
- High time investment
- Lack of automation tools
- Built AI-powered video generation pipeline
- Designed backend workflows for processing
- Automated content creation using AI models
- Integrated scalable architecture
- Microservice-based architecture
- Async processing for heavy tasks
- API-driven modular backend
- 🚀 Reduced manual effort significantly
- ⚡ Faster content generation pipeline
- 📊 Improved engagement potential
Scalable backend required for:
- High user interactions
- Real-time operations
- Efficient data handling
- Built REST APIs using Spring Boot
- Designed optimized relational database
- Deployed scalable backend on AWS
- Layered architecture (Controller → Service → DAO)
- Database indexing optimization
- API-first architecture
- ⚡ Efficient user interaction handling
- 🚀 Scalable backend foundation
- 🔄 Modular & maintainable system
Users lacked:
- Centralized expense tracking
- Real-time synchronization
- Cross-device accessibility
- Built secure cloud backend
- Implemented API-based system
- Integrated AWS infrastructure
- Stateless APIs
- Secure authentication
- Cloud-first design
- 📊 Real-time expense tracking
- 🔒 Secure data handling
- 📈 Better financial visibility
| Principle | Focus |
|---|---|
| Scalability | Horizontal scaling |
| Reliability | Fault tolerance |
| Performance | Low latency |
| Maintainability | Clean architecture |
- 🤖 AI Product Engineering
- 🚀 Forward Deployed Execution
- ☁️ Cloud & Backend Systems
- 📦 Product Strategy
Building scalable AI products that solve real-world problems.
🔶 Build fast. Learn faster. Scale what works.