Vineeth Kumar

I focus on identifying bottlenecks, analyzing system behavior, and improving throughput and reliability.

Experience

Software Developer

Jun 2025 — Present

Rebuilt a polling-based data pipeline into an event-driven, queue-based system, achieving 70x higher throughput.

Associate Software Developer

Feb 2024 — Jun 2025

Improved critical API performance using MongoDB aggregations and lazy loading, reducing latency by over 50%.

Frontend Developer Intern

Aug 2023 — Feb 2024

Built UI components from Figma designs using React and Ant Design.

PostgreSQL query plan analyzer focused on recursive execution-tree analysis and bottleneck detection.

Local-first PostgreSQL client for query execution, schema exploration, and connection management.

Synthetic supply-chain data pipeline with predictive modeling for transit-time estimation and supplier risk evaluation.

Rebuilding a cron-based pipeline into a queue-driven system to eliminate bottlenecks and scale efficiently.

A technical deep-dive into building a PostgreSQL query plan analyzer using recursive tree traversal and heuristic rule evaluation.

Building a supplier risk prediction pipeline using PyTorch embeddings and counterfactual simulation.