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pramodj551-oss/README.md

Hi, I'm Pramod Prakash Jadhav 👋

AI/ML Developer | Cybersecurity Analyst | Python, LangChain, RAG | Open to Internships

🔐 About Me

Security Analyst turned AI/ML Developer — 12+ years in SOC operations, now building AI tools for log analysis and threat detection. Built RAG pipelines & ML models to automate what I did manually for 12 years.

Currently completing Applied AI & ML Essentials — IIT Patna.

🛠️ Tech Stack

Domain Tools Used In
Security Ops SOC Operations, Incident Response, CCTV All Security Projects
AI / ML Scikit-Learn, Isolation Forest, Random Forest Log Anomaly Detection, Stock Predictor
AI Tools LangChain, FAISS, RAG, Qwen 2.5 AI Content Creator-RAG
Visualisation Streamlit, Plotly, Matplotlib All Dashboards
Dev Tools Python, Flask, GitHub, VS Code All Projects

🚀 Featured Projects

🔍 Security Log Anomaly Detection

Detected 200+ suspicious login events in 50K logs using Isolation Forest. Reduced manual review time by 80%.
Python Isolation Forest Streamlit Plotly

🤖 AI Content Creator — RAG Pipeline

Built fully local RAG pipeline with LangChain + FAISS + Qwen 2.5 for educational Q&A. Zero API cost.
Python LangChain FAISS Qwen 2.5

📈 BankBeES Stock Predictor

Random Forest model predicting Nifty Bank BeES ETF prices with 78% directional accuracy on test data.
Python Random Forest Pandas Scikit-Learn

🎯 Currently

  • 📚 Completing Applied AI & ML Essentials — IIT Patna
  • 🔧 Building AI-powered SOC automation tools
  • 🎯 Open to: AI/ML Internships | Security Data Analyst Roles

📫 Let's Connect

Open to AI/ML & Cybersecurity internships starting Jan 2026.
"12 years reading security logs manually. Now I build the tools that do it automatically."

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  1. security-log-anomaly-detection security-log-anomaly-detection Public

    Unsupervised ML model using Isolation Forest (Scikit-Learn) to detect suspicious login patterns in enterprise access-control logs. • Processed 50,000+ logs/month • Detected 12 confirmed suspicious …

    Jupyter Notebook

  2. AI-Content-Creator-RAG AI-Content-Creator-RAG Public

    A local RAG pipeline using LangChain, FAISS, and Qwen 2.5 to answer context-specific educational queries.

    Jupyter Notebook

  3. BankBeES-Stock-Predictor BankBeES-Stock-Predictor Public

    A Machine Learning model using Random Forest to predict Nifty Bank BeES ETF daily closing prices.

    Jupyter Notebook

  4. pii-detection-compliance pii-detection-compliance Public

    Automated Python/Pandas utility that scans enterprise datasets for 9 types of Personally Identifiable Information and generates GDPR-aligned compliance reports. • Detects: Aadhaar, PAN, Email, Phon…

    Jupyter Notebook

  5. gdp-dashboard gdp-dashboard Public

    "Interactive Python dashboard to visualize GDP data across countries using Plotly/Dash"

    Python

  6. Pramod-Prakash-Jadhav Pramod-Prakash-Jadhav Public

    "Personal portfolio showcasing AI/ML projects, built with HTML/CSS/JS"

    HTML