experience
⌘ P

Experience & Impact

Measuring success through system efficiency, performance optimization, and architectural reliability.

Software Development Engineer I

Harman InternationalBangalore
Jan 2025 - Present

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

Assisto Technologies Ltd.Pune
Jan 2024 - May 2024

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

Motion GraphicsKolkata
2019 - 2021

Developed high-fidelity motion graphics and edited complex video projects for creative impact.

Composited multimedia assets and managed high-fidelity video rendering workflows.

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