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StrikerEureka34/README.md
typing

Ayush Kumar

ML Engineer  ·  Computer Vision  ·  3D Deep Learning  ·  Production Systems

     

B.Tech CS (AI/ML) @ MIT Manipal  ·  B.Sc Data Science @ IIT Madras
Adobe Hackathon Finalist  ·  Former NDA Cadet (AIR-254, 0.07% acceptance)
AIML Domain Lead — MIT ACM Student Chapter

$ ls /skills



ls projects/

Automatic Expense Tracker — Full-Stack AI App
End-to-end expense intelligence with ML categorization.
Receipt OCR · Auto-categorization · Full-stack

Rehab AI — AI-Powered Rehabilitation
Computer vision for physiotherapy guidance.
Pose estimation · Real-time feedback · Clinical CV

PDF Intelligence System — Adobe Hackathon Finalist
Offline document pipeline with persona-aware filtering.
92% heading accuracy · 768-dim embeddings · under 10s per 50pg

3D Object Classification — PointNet on ModelNet40
Rotation-invariant recognition across 40 categories.
85%+ accuracy · 12K+ point clouds · Spatial Transformers

Clinical Pain Detection — Ensemble CNN
Multi-model CV for real-time medical inference.
Weighted ensemble · Clinical-grade · Interpretable output

Keystroke Biometrics — Pure ML Auth
Behavioral authentication via typing dynamics.
No rule-based heuristics · Adaptive learning · Low-latency

git log --stat

trophies

streak
stats  langs

cat highlights.txt

 Adobe Hackathon Finalist        -- nationwide competition
 NDA AIR-254                     -- 0.07% acceptance rate
 IIT Jodhpur Research Intern     -- ML applications
 ACM Chapter Lead                -- 40% participation growth
 Dual Degree 8.5+ CGPA          -- MIT Manipal + IIT Madras
Currently exploring — CV research · MLOps · open source

Pinned Loading

  1. 3D-Object-Classification 3D-Object-Classification Public

    3D object classification using the ModelNet40 dataset

    Jupyter Notebook

  2. Adobe_Hackathon_Round_1A_1B Adobe_Hackathon_Round_1A_1B Public

    Initial Push Before LLM Integration

    Python

  3. Facial-Pain-Detection Facial-Pain-Detection Public

    Clinical Application for Ensemble Facial Detection model

    Python

  4. Tower_Defence_Varise_Taskphase Tower_Defence_Varise_Taskphase Public

    C#

  5. Dynamic-Keystrokes-Pure-ML-Approach Dynamic-Keystrokes-Pure-ML-Approach Public

    Python 1

  6. SkyLink-Pro SkyLink-Pro Public

    SkyLink Pro is a cutting-edge Airline Reservation System engineered as an advanced coursework project showcasing mastery of Java and JavaFX. Developed as a Part of OOP Project for 3rd Sem, AIML, MI…

    Java