prasanna
I focus on building distributed state machines, real-time multiplayer engines, and high-frequency telemetry systems. Currently designing scalable architectures, real-time synchronization pipelines, and AI agent integrations.
npx prasanna
Technical Expertise
Selected Projects
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An advanced observability and API watchdog platform built for the Barclays Hack-o-Hire 2025. It monitors distributed systems across cloud and on-prem environments using a 3-tier machine learning pipeline to run real-time anomaly evaluations asynchronously.
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A high-performance typing engine built on a distributed state machine, transforming typing into a real-time multiplayer hero-racer with sub-100ms synchronization and transient state ability payloads.
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A lightweight, zero-dependency local network media streamer designed to index and cast high-definition video collections to any device. Bypasses heavy server overhead by implementing a custom HTTP Range-Request stream engine in Next.js Route Handlers and a QR-code paired phone remote control.
Thought Stream
- Jun 2026 Compiling custom CUDA kernels to accelerate local deepseek-r1 reasoning on myTV stream controller.
- May 2026 Refactoring AKSHAR state synchronization layer; moving to a hybrid delta-compression model.
- Jan 2026 Interning at edept. Working on making machine learning pipelines play nicely with API watchdogs.
Experience
edept
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Machine Learning Intern
Teaching machines to be smarter while debugging why they still act like toddlers. Building ML models and somehow making them behave inside real-world web apps and APIs.
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Hackathon Problem Setter & Curriculum Design
Designed hackathon problems that looked innocent but ruined sleep cycles. Created curricula that made people question their life choices (and eventually learn something useful).
"We shape our tools, and thereafter our tools shape us." — Marshall McLuhan