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TensorNaut/README.md
Typing SVG



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>> OPERATOR.LOG

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  $ cat operator.log                                                β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚                                                                    β”‚
β”‚   handle    β†’  TensorNaut                                          β”‚
β”‚   name      β†’  Tushar Jagatap                                      β”‚
β”‚   location  β†’  Raver, Maharashtra, India                           β”‚
β”‚   role      β†’  AI / ML Engineer  Β·  GenAI Developer                β”‚
β”‚   focus     β†’  Agentic AI  Β·  RAG Systems  Β·  Deep Learning        β”‚
β”‚   mission   β†’  Build AI that doesn't just predict β€” it decides.    β”‚
β”‚   status    β†’  🟒  ONLINE  Β·  πŸ’ Open to AI / ML opportunities     β”‚
β”‚   goal      β†’  Ship production-grade, self-reasoning AI systems    β”‚
β”‚                                                                    β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

>> TECH_STACK.sh


Core


LangChain HuggingFace ChromaDB Groq OpenCV Streamlit


scikit-learn NumPy Pandas SQL Flask Jupyter


>> BUILDS.log

// RepoSage β€” RAG Codebase Intelligence

β†’ TensorNaut/RepoSage

AST-based code chunking, ChromaDB vector store, SentenceTransformers + Groq LLM. Chat with any repo.

RAG Β· LangChain Β· ChromaDB Β· Groq API

// TrueContext- Chat with your documents

β†’ TensorNaut/TrueContext

TrueContext is a Retrieval-Augmented Generation (RAG) system that answers questions strictly from user-uploaded documents.

RAG Β· FAISS Β· SentenceTransformers Β· Streamlit

// AI Health & Stress Monitor

β†’ TensorNaut/Health-Monitoring-System

Wearable AI β€” ESP32 sensors, 200K+ records, stress & heart disease prediction at 92.8% accuracy.

Edge AI Β· IoT Β· Fuzzy Logic Β· scikit-learn

// Speech Emotion Recognition

β†’ TensorNaut/SER-System

CNN-Transformer-CrossAttention on RAVDESS. 68.26% WA Β· 66.23% UA Β· Streamlit demo.

PyTorch Β· Transformers Β· Mel-Spectrogram Β· Streamlit


>> CURRENT_MISSION.sh

[IN PROGRESS]

builds = {
  "ExpenX"     : "AI expense agent β€” auto-categorize, track, analyze",
  "SER_System" : "Speech Emotion Recog β€” CNN-Transformer-CrossAttn",
  "BDH_Paper"  : "Sparse LLM ablation β€” Baby Dragon Hatchling arch",
}

[OBSESSED WITH]

interests = [
  "Agentic AI  β†’  ReAct loops, multi-agent systems",
  "RAG         β†’  hybrid retrieval, reranking, eval",
  "DL Arch     β†’  Transformers, Cross-Attention",
]

>> METRICS.out





>> COMMIT_GRAPH.log



>> CONTRIB_3D.svg

3D Contribution Graph

>> SNAKE.exe

Contribution Snake


>> SIGNAL.cfg


LinkedInΒ  X / TwitterΒ  GitHubΒ  Instagram




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