Skip to content

Work

All 23 projects since 2020, from research papers and production systems to computer vision, generative AI and developer tooling, each with its metrics, stack and source links.

23 projects

  1. Interpreting Latent CoT Reasoning as Dynamical Systems

    Mechanistic interpretability paper, ICML 2026 FoGen Workshop poster

    Research

    Feb 2026 to May 2026

    8,792

    GSM8K samples

  2. SkipLegal: multi-agent H-1B document intelligence

    Production system for Crossing, Data Science GQP MVP

    Production system

    Aug 2025 to Dec 2025

    3 to 4 days down to 5 to 10 min

    Review time

  3. Einstein Vision: 3D scene reconstruction for autonomous driving

    Perception stack plus TensorRT inference optimization

    Computer vision

    Mar 2025 to Apr 2025

    +50%

    3D placement accuracy

  4. MADWE: Multi-Agent Diffusion World Engine

    Real-time game asset generation with optimized GPU inference

    Generative AI

    Mar 2025 to Aug 2025

    120

    Assets per minute

  5. TumorLytix: unsupervised brain tumor detection and segmentation

    CycleGAN plus diffusion on 65,072 MRI images

    Computer vision

    Oct 2024 to Dec 2024

    65,072

    MRI images

  6. Scene Mood Classifier: one container, three clouds

    Multimodal classifier shipped as an operated MLOps platform

    MLOps

    Aug 2025 to Dec 2025

    3

    Clouds from one image

  7. FairPrep: fairness-aware human feedback for table unionability

    Co-first-author paper submitted to DASHSys 2026

    Research

    Jan 2025 to May 2026

    60

    Annotators

  8. Where does physics live in vision encoders?

    Spatial probing and LoRA ablation of VLM physical reasoning

    Research

    Mar 2026 to May 2026

    3

    Vision-language models

  9. Medical Triage HIL: confidence-aware LLM triage

    Human-in-the-loop emergency severity prediction

    LLM systems

    Jan 2025 to Aug 2025

    +20%

    Triage precision

  10. AutoGit-AI: VS Code extension with secret scanning

    Shipped on the VS Code Marketplace

    Developer tooling

    May 2025 to present

    10+

    Secret pattern families

  11. VIO: deep visual-inertial odometry via multimodal fusion

    Camera plus IMU fusion with a Transformer encoder

    Computer vision

    Mar 2025 to May 2025

    -31 to -34%

    RMSE ATE vs vision-only

  12. Robotics

    Sep 2024 to Dec 2024

    93%

    Gesture recognition accuracy

  13. Buildings Built in Minutes: structure from motion and NeRF

    Classical reconstruction of WPI Unity Hall and neural rendering

    Computer vision

    Feb 2025 to Mar 2025

    1.75 to 1.01 px

    Reprojection error

  14. TrendED Pathfinder: career recommender

    NLP role matching and skill-gap learning paths

    NLP

    Sep 2024 to Nov 2024

    10,000+

    Job descriptions

  15. RealmWeaver-AI: procedural game asset generator

    Stable Diffusion, CVAE-GAN and Wave Function Collapse for Unity

    Generative AI

    Mar 2025 to Apr 2025

    32.4

    FID

  16. SASRec sequential recommender

    Transformer next-item ranking in PyTorch

    Machine learning

    Apr 2025 to May 2025

    0.3166

    nDCG@10

  17. Eigenfaces and latent face generation

    Probabilistic PCA versus beta-VAE

    Machine learning

    Jan 2025 to Feb 2025

    95%+

    Variance retained

  18. Behavioral cloning in Atari Pong

    Imitation learning with a 3-layer CNN

    Reinforcement learning

    Sep 2024 to Oct 2024

    87.55%

    Test accuracy

  19. Map.AR: augmented reality navigation assistant

    Indoor and outdoor AR wayfinding, TECHVED sponsored

    Augmented reality

    Jan 2021 to Jan 2022

    90%+

    User satisfaction

  20. Real-time sign language detection

    Custom SSD object detector

    Computer vision

    Apr 2021 to Oct 2021

    SSD

    Architecture

  21. Real-time face mask detection

    MobileNet SSD on live video

    Computer vision

    Nov 2020 to Mar 2021

    MobileNet SSD

    Backbone

  22. BookADDA: peer-to-peer book rental platform

    Full-stack web app for students

    Web

    Jun 2020 to Nov 2020

    4

    Team size

  23. shreyaboyane.dev: this site

    Content-graph-driven portfolio with a depth-map hero

    Web

    Feb 2026 to present

    23

    Project pages