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Navyashree N

Work

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GPUNeuroMorph — neural signed distance field morphing a femur surface

1600×1000 · pipeline diagram or a render of the morphed femur/tibia surface

IIT Madras · HTIC

2026

GPUNeuroMorph

Sub-10 ms bone morphing during surgery, with no preoperative CT — the patient's femur and tibia reconstructed from points swept with a probe on the table.

  • CUDA
  • Holoscan SDK
  • PyTorch
  • C++
  • Neural SDF
Read the case study

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BCPD++ — reconstructed bone geometry against donor ground truth

1600×1000 · side-by-side of TPS vs BCPD reconstruction, or the volume comparison chart

IIT Madras · HTIC

2026

BCPD++ Bone Synthesis

Retiring a thin-plate-spline pipeline from 1989 and proving the replacement, 89 tests deep — including one that checks the output is byte-identical every run.

  • C++
  • Bayesian CPD
  • Python
  • NumPy
  • CMake
Read the case study

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warpsmith — SGEMM throughput across nine optimization stages

1600×1000 · the stage bar chart from docs/charts/sgemm-progression.svg

Systems · GPU performance

2026

warpsmith

Thirty-four CUDA kernels written from scratch and taken past NVIDIA's own library — one optimization at a time, with every stage measured so the value of each technique is visible rather than asserted.

  • CUDA C++
  • cuBLAS
  • CUB
  • WMMA / Tensor Cores
  • CMake
Read the case study

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Halcyon — goodput against offered load for three scheduling strategies

1600×1000 · the goodput-vs-load chart, or the architecture diagram

Systems · Distributed

2026

Halcyon

An inference control plane that treats batching, routing, admission and rollout as one scheduling problem — and holds 16× the goodput of fixed batching once the fleet is past saturation.

  • TypeScript
  • Node.js
  • Discrete-event simulation
  • Peak-EWMA routing
  • Kubernetes
Read the case study

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EcoEcho — native plant recommendations from live local conditions

1600×1000 · app screenshot, ideally the recommendation view

Full-stack · Climate

2025

EcoEcho

A climate app that recommends native plants by retrieval over a vector index rather than by lookup table — so the advice tracks your actual coordinates and weather.

  • Next.js 15
  • Supabase
  • pgvector
  • Clerk
  • HuggingFace
Read the case study

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AI Tutor — Socratic dialogue over a knowledge graph

1600×1000 · UI screenshot or a render of the concept graph

Solo founder project

2025

AI Tutor

A Socratic dialogue engine that will not give you the answer — grounded in a knowledge graph so it knows exactly what it is withholding and what to ask next.

  • Next.js
  • TypeScript
  • Knowledge graph
  • LLM orchestration
Read the case study

Also built

  • 2025

    AI-RFID Navigation Assistant

    Indoor wayfinding for visually impaired users — RFID tags at points of interest and a portable reader that speaks location the moment it passes one.

    • C++
    • Python
    • RFID
    GitHub ↗

  • 2025

    EV Energy Recovery

    Modelled a regeneration system pairing a 2.5 kW DC generator with an EV drivetrain to recover kinetic energy and extend range.

    • Python
    GitHub ↗

  • 2025

    Applied ML Project Set

    Three models taken past the notebook: a 95%-accuracy spam classifier over NLP vectorisation, a car price regressor served from Flask, and a Random Forest housing pipeline behind a FastAPI endpoint.

    • scikit-learn
    • pandas
    • Flask
    • FastAPI
    GitHub ↗

  • 2024

    PetCare

    A responsive platform for pet owners — profiles, vaccination and health reminders, grooming and nutrition tracking. Shipped with a live demo.

    • HTML
    • CSS
    • JavaScript
    GitHub ↗