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DebugJedi/README.md

Hi, I'm Priyank 👋

Data Scientist & ML Engineer building production ML systems at the intersection of energy infrastructure and modern AI.

I don't just train models — I deploy them. My work spans the full stack from raw data and feature engineering to cloud-hosted APIs, interactive frontends, and stakeholder-facing tools used in real capital planning decisions.

🚀 What I Build

Project What it does Stack
Cost Estimator Parametric ML cost estimator for gas pipeline projects · AACE Class 5 compliant · live in production Azure SWA · Azure Functions · scikit-learn · BLS PPI
CriticalPath AI P6 Schedule Intelligence Assistant · ask critical path, float, slippage & budget questions in plain English Azure OpenAI · NetworkX · Azure Functions
Receipt OCR End-to-end receipt intelligence pipeline · extracts structured data · 94% accuracy · $0.006/receipt Claude Vision API · FastAPI · Google Cloud Run · Sheets API
InformationExtraction PDF RAG API · upload any document, ask questions, get grounded answers FAISS · Sentence Transformers · DeepSeek · GCP Cloud Run
Cancer Prediction PyTorch neural network · 97.4% test accuracy · breast cancer malignancy prediction PyTorch · Streamlit · Plotly
Cold Email Generator AI cold email writer · paste a job URL + upload resume → personalized email in seconds LangChain · Llama 3.1 70B · Groq · Streamlit

🛠 Skills

ML & AI        →  scikit-learn · PyTorch · LLMs · RAG · GraphRAG · Computer Vision · OCR
Cloud          →  Azure (Functions, Static Web Apps, Blob Storage, OpenAI) · GCP (Cloud Run, Vertex AI)
Languages      →  Python · JavaScript · SQL
Data           →  pandas · numpy · PySpark · Power BI · Power Query
MLOps          →  Docker · Azure CI/CD · GitHub Actions · FastAPI

📌 A Few Things About Me

  • 6+ years turning messy operational data into decisions at a California's leading energy utility
  • I build things end-to-end — model training, API deployment, and the UI that sits in front of it
  • Background in Mechanical Engineering → MIS/Business Analytics → ML Engineering
  • I believe the best ML work is the kind that actually gets used

📫 Let's Connect

Portfolio LinkedIn Email

Currently open to ML Engineer and Data Scientist roles. If you're building something that matters, let's talk.

Pinned Loading

  1. CancerPrediction CancerPrediction Public

    PyTorch neural network · 97.4% test accuracy · breast cancer malignancy prediction · Streamlit · Plotly radar chart

    Python

  2. InformationExtraction InformationExtraction Public

    Document intelligence API · Claude Vision OCR + vector embeddings + natural language Q&A over extracted knowledge base

    Python

  3. ActivityDAG_AI ActivityDAG_AI Public

    P6 Schedule Intelligence Assistant · Ask critical path, float, slippage & budget questions in plain English · Azure OpenAI · NetworkX · Azure Functions

    Python

  4. coldEmail coldEmail Public

    AI cold email generator · paste a job URL + upload your resume → get a personalized cold email · LangChain · Llama 3.1 70B · Groq · Streamlit

    Python

  5. CostEstimator-Pipeline_Projects CostEstimator-Pipeline_Projects Public

    Parametric ML cost estimator for LA Basin gas pipeline projects · Lasso regression · AACE Class 5 · Azure SWA · Azure Functions · BLS PPI inflation adjustment · live in production

    JavaScript

  6. ReceiptOCR ReceiptOCR Public

    End-to-end receipt intelligence pipeline · Claude Vision API · FastAPI · Google Cloud Run · 94% accuracy · $0.006/receipt

    Python