Kedarnath Mohan

Software Engineer & ML Researcher

PythonGoC/C++ML SystemsDistributed SystemsEdge AIReactDocker / K8s

// work experience

Work Experience

May 2026
Jan 2026
Mar 2025
Mar 2025
May 2024

// selected work

Projects

Real-Time Arbitrage Engine

Concurrent market-feed processor with sub-20ms ingestion latency. Implements a Redis Sorted Set order book with O(log N) price-time priority and surfaces risk-free arbitrage signals via a React dashboard.

C++Erlang/OTPFastAPIRedisPostgreSQLReact
closed source

LumenRoute

AI traffic safety platform that detects and scores hazards across 3,000+ live feeds using a tiered YOLO-to-Gemini CV pipeline. Real-time routing algorithm reduced transit risk by 45%.

PythonTypeScriptReactGemini APIYOLOv9Docker

Embedded Health Monitor

Real-time health analysis firmware for BangleJS2 smartwatch. Achieved 95% classification accuracy at 150ms inference by quantizing models to 8-bit precision — a 92% reduction in model size.

CJavaScriptTensorFlow LiteBLE GATT

EchoFind

Context-aware media search platform ranking songs, videos, and articles by query relevance and user behavior. Kafka ingestion pipeline + Redis caching cut average query latency by 55%.

JavaGoPythonFastAPIKafkaElasticsearchRedisReactAWS Lambda
closed source

MerchantSync

Distributed inventory-sync microservice processing 25K+ gRPC requests/day with 100% data consistency. Query batching and connection pooling cut API latency by 45% and boosted throughput by 30%.

GogRPCPostgreSQLAWS ECSRedisPrometheusDocker
closed source

Transactional

Distributed payment simulation platform processing 10K+ transactions/sec across containerized microservices. Kafka streaming pipelines ensured 100% transaction integrity; automated testing cut deployment failures by 60%.

JavaSpring BootKafkaPostgreSQLDockerKubernetesSelenium
closed source

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