Reliability isn't just about uptime; it's about handling the unpredictability of human behavior. Systems must be resilient to misuse, not just error.
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AI Platform Engineer | Context-first product thinker.
I design prompts & systems where AI generates the code.
01. Systems I've Built
Problem
Developers lack engaging, real-time environments to practice competitive programming with immediate feedback.
Approach
Built a low-latency WebSocket architecture using Kiro to synchronize code state and execution results instantly between peers.
Outcome
Delivered a seamless 1v1 battle experience with <50ms latency, fostering a competitive developer community.
Problem
Fragmented transit data leads to inefficient routing and poor commuter experiences in urban areas.
Approach
Architected a unified MERN stack platform with Redis caching to aggregate and serve real-time transit schedules.
Outcome
Reduced route query times by 40% and provided a reliable source of truth for thousands of daily commuters.
Problem
Travelers struggle to visualize their journeys and memories in a cohesive, map-based interface.
Approach
Implemented a responsive React application integrating Leaflet maps and local storage for persistent state management.
Outcome
Created an intuitive, interactive map journal that allows users to pin and annotate locations effortlessly.
Problem
Niche e-commerce sites often suffer from poor performance and clunky checkout flows.
Approach
Developed a high-performance SPA with Redux for state management and secure Stripe integration for payments.
Outcome
Achieved a sub-2s load time and a streamlined checkout process, boosting potential conversion rates.
02. Thinking & Engineering Depth
Context-First Architecture
In the age of LLMs, context is the new database. Designing systems that efficiently manage, retrieve, and inject context is the primary challenge of modern AI engineering.
The Death of Boilerplate
If you're writing CRUD handlers by hand in 2024, you're optimizing for the wrong metric. AI should generate the mechanism; engineers should design the policy.
03. Technical Arsenal
Build & Scale
- Next.js
- TypeScript
- Node.js
- NestJS
- PostgreSQL
- System Design
AI Systems
- Prompt Engineering
- Model Context Protocol
- RAG Pipelines
- Python
- LangChain
- Vector DBs
Developer Experience
- CI/CD
- Testing Strategy
- Documentation
- Tooling
- Performance Optimization
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