Experience & Impact
Measuring success through system efficiency, performance optimization, and architectural reliability.
Software Development Engineer I
Eliminated more than 90% invalid booking states by designing lifecycle-driven invariants.
Reduced manual correction effort by more than 40% through system correctness enforcement.
Ensured correctness under high-concurrency workloads using transactional boundaries and locking strategies.
Reduced booking latency from 6s to 0.8s by replacing polling-heavy APIs with event-driven WebSocket architecture.
Reduced end-to-end workflow latency from 8s to 0.7s by isolating critical paths.
Prevented request pile-ups under load using a task-queue execution model, improving throughput.
Reduced database latency by approximately 25% through indexing and query optimization.
Reduced regression issues by more than 30% via decoupling and service-layer abstractions.
Improved observability by surfacing failures, reducing debugging time by approximately 60%.
Built LLM-driven orchestration pipelines to dynamically route tasks across microservices.
Machine Learning Engineer Intern
Designed and deployed RAG pipelines integrating LLM inference with retrieval systems.
Reduced inference latency by approximately 30% through pipeline optimization.
Implemented vector-based semantic search improving retrieval relevance.
Integrated speech processing pipelines into production workflows.
Graphics & Video Content Creator
Developed high-fidelity motion graphics and edited complex video projects for creative impact.
Composited multimedia assets and managed high-fidelity video rendering workflows.