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Deva-1903/README.md

Hi, I'm Deva 👋

MS CS @ UMass Amherst (May 2027) · Backend & ML Systems

I build production backends and measure everything.

Now

  • 🏥 Software Engineering Intern @ TherAlign Health - SMART on FHIR clinical decision support in the EHR prescribing flow (Next.js, Firebase/GCP)
  • 🧠 Culture & Morality Lab, UMass - sole engineer on a self-serve NLP text-analysis platform for researchers (FastAPI, sentence-transformers, React)

Before

  • ⚙️ Backend Engineer @ Wysa (2023–2025) - multi-tenant NHS eTriage backend serving 8+ UK clinical clients and 10,000+ monthly triage submissions; owned security (AWS KMS, 20+ VAPT fixes) and zero-downtime releases
  • 📄 First-author IEEE paper (CONIT 2023) on transfer learning for Alzheimer's classification

Things I've built

Project What it is
provisioning-platform Server-provisioning control plane in Go (REST + gRPC, idempotent workflows) - ~19,700 provisions/min across a 2,500+ server simulated fleet
gpu-scheduler Multi-tenant GPU/CPU scheduler in Go - weighted Dominant Resource Fairness + bin-packing, 542 jobs/min on a simulated 32-GPU fleet
neon-quantized-gemm INT8/INT4 GEMM kernels in C++ for ARM NEON - 394 GFLOP/s, 132× over the naive baseline
ciir_agentic_search Provenance-first agentic entity discovery (Python/FastAPI, 150+ tests) - live demo
Spark-ETL-Optimization Cut Apache Spark ETL runtime ~25% on a ~1.4B-row NYC TLC dataset

Stack I reach for: Python · Go · TypeScript/Node.js · C++ · React/Next.js · PostgreSQL · MongoDB · Redis · Spark · AWS/GCP

Let's Connect

Pinned Loading

  1. gsoc-good-first-issues gsoc-good-first-issues Public

    Forked from hkirat/gsoc-good-first-issues

    Good first issues for GSoC 2023

    1

  2. Whisper Whisper Public

    Forked from Dun-sin/Whisper

    A Fun Application to have a random chat with people safely

    JavaScript 1

  3. dub dub Public

    Forked from dubinc/dub

    An open-source link shortener with built-in analytics + free custom domains.

    TypeScript

  4. LinkFree LinkFree Public

    Forked from EddieHubCommunity/BioDrop

    Connect to your audience with a single link. Showcase the content you create and your projects in one place. Make it easier for people to find, follow and subscribe.

    JavaScript