Samarth Pusalkar

I build robust, low-latency automated systems that eliminate manual overhead and scale effortlessly. With a strong background in backend engineering, machine learning infrastructure, and edge computing, I specialize in transforming fragmented workflows into streamlined, end-to-end pipelines.
Core Services:
• Intelligent Data & ML Pipelines: Designing and scaling high-throughput architectures (handling 1.5M+ monthly operations) using AWS Lambda, GCP, and
Docker. Expertise in deploying transformer-based parsers, OCR, and custom LLM integrations to drastically cut manual review rates.
• Edge Computing & IoT Automation: Orchestrating real-time sensor streams and state-machine logic for local and distributed workflows. Experienced in
bridging software and hardware (using microcontrollers, Raspberry Pi, and network protocols like mDNS) for specialized physical automation.
• Backend Optimization & API Design: Engineering serverless architectures and robust APIs. Proven track record of auditing telemetry logs, identifying system
bottlenecks, and slashing API response latency by up to 50%.
• Custom Workflow Tooling: Developing bespoke local schedulers, domain-specific languages (DSLs), and persistent local data stores designed for high
reliability and stable p99 performance.
The Value I Bring:
I don't just write scripts; I architect complete solutions. Whether it's driving automation success rates from 86% to 96%, fine-tuning models to denoise data, or building highly responsive distributed workflows, I focus on delivering concrete performance improvements and measurable business value. Let's build systems that run themselves.