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amitabh-7t/README.md 
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Typing SVG

        

⬡ ACTIVE RESEARCH PIPELINE

┌─────────────────────────────────────┬─────────────────────────────────────┐
│  [1] PARKINSON'S DETECTION          │  [2] STRESS BIOSIGNAL GEN.          │
│  Triple-Stream Fusion GCN           │  MS-TCN + CORAL Domain Adapt.       │
│  Wearable · Gait · Voice Streams    │  Triplet Loss · WESAD Dataset        │
│  ► TARGET: IEEE EMBC / ICASSP      │  ► STATUS: Conference Ready          │
├─────────────────────────────────────┼─────────────────────────────────────┤
│  [3] OSTEO-VIT                      │  [4] STUDENT BURNOUT PRED.          │
│  Swin Transformer · FracAtlas       │  RF + XGBoost + LightGBM + SMOTE    │
│  ROC-AUC 0.8528 · Sensitivity 94.6%│  SHAP Explainability · IEEE Format  │
│  ► STATUS: Journal Track            │  ► STATUS: Paper Complete            │
└─────────────────────────────────────┴─────────────────────────────────────┘

◈ SKILL MATRIX

Domain Stack Level
Deep Learning PyTorch · TensorFlow · Keras ████████████░ 92%
Computer Vision OpenCV · Swin · ViT · YOLO ███████████░░ 88%
NLP / LLMs HuggingFace · LangChain · RAG · Ollama ██████████░░░ 85%
Graph Neural Nets ST-GCN · PyG · Spatio-temporal ██████████░░░ 82%
Classical ML Scikit-learn · XGBoost · LightGBM ████████████░ 90%
MLOps Docker · GCP · WandB · Firebase █████████░░░░ 75%
Signal Processing WESAD · EEG/EDA · Biomedical ██████████░░░ 80%

⬡ TECH STACK

Languages

Python C SQL

ML / DL

PyTorch TensorFlow scikit-learn OpenCV HuggingFace

MLOps / Infra

Docker GCP Firebase MongoDB Git

Local AI

Ollama Qwen3 LangChain

◈ GITHUB STATS

 

◈ ACTIVITY GRAPH

Amitabh's github activity graph

◈ ORGANIZATIONS & ROLES

DSU · B.Tech AI/ML  ──────────────────────► IEEE CIS DSU SBC
              │                                      │
              └──── Humans Care Foundation (HCF) ◄──┘
                         [FOUNDER · NGO]

◈ CONNECT

GitHub LinkedIn Medium Kaggle LeetCode Twitter Email


[ DSU · BENGALURU · INDIA ]  ··  "Building the future — not waiting for it."

Pinned Loading

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