Full-Stack & Systems Development
Engineering scalable web applications from foundational schemas and secure JWT authentication to high-performance REST APIs and fluid, responsive interfaces.
Interactive React.js & Next.js SPAs powered by TypeScript, Node.js/Express backends, and high-availability MongoDB databases.
Clean API design with standardized error models, rate limiting, JWT token security, role-based access control (RBAC), and Postman test suites.
Bidirectional synchronized multi-user messaging, live audio/video channels, and real-time state synchronization.
@app.post("/api/v1/interviews/evaluate", response_model=EvaluationResponse)
async def evaluate_interview_stream(payload: EvaluationPayload):
# Retrieve contextual vector embeddings & audit LLM response
context = await vector_store.similarity_search(payload.query, top_k=5)
evaluation = await ai_evaluator.grade(payload.audio_transcript, context)
return {"status": "SUCCESS", "score": evaluation.accuracy, "latency_ms": 38}




