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S33mi/README.md

Hi there 👋

I'm a data enthusiast and researcher | Turning past work into open, reproducible projects

"Just trying to do great things" — one simulation, notebook, and optimization at a time.

🚀 Featured Project

ContentPilot AI — AI Content Agent for local small businesses
Built for Build with Gemini XPRIZE
→ ContentPilot-AI · Live Demo

  • 7-day social media content packs (Instagram, Facebook, X, LinkedIn)
  • Product/service descriptions + customer reply suggestions
  • Multi-language support (English, Urdu, Arabic, Persian, Turkish…)
  • Google Gemini + Firebase + Paddle payments
  • Real freemium product with auth, cloud library & exports (PDF/Word/Excel)

🔧 Background & Key Projects

📊 🤖 Data Analysis & Machine Learning

  • Credit Fraud Analytics — Analysis of credit card transaction data for fraud detection using anomaly detection techniques → credit-fraud-analytics (MIT)

  • Know Your Style — Fashion-MNIST EDA + CNN classification (~90-92% accuracy) → know-your-style (MIT)

  • Financial News Mining — Sentiment analysis & stock correlation → financial-news-mining (MIT)

  • Machine Learning Journey — Coursework implementations (CS-567, CS-667) and experiments → machine-learning-journey (MIT)

  • Modern AI & LLM Journey — From classical ML → Transformers, Fine-tuning, RAG & Agents → modern-ai-llm-journey (MIT)

  • Paper Reimplementations — Previously reimplemented research papers during my PhD. Starting with DataPrep.EDA EDA tools → paper-reimplementations (MIT)

  • Power BI & Tableau Dashboards — Turning data into insights with calculated fields, parameters & actions → powerbi-tableau-dashboards (MIT)

⚙️ 🖧 Systems & Optimization

  • Data Center Networks — TCP performance simulations using NS-3 → research-development-data-center-networks (BSD-2-Clause)

  • IoT Routing Simulations — RPL-based experiments in Contiki-Cooja (energy, latency analysis, modified code & setups) → iot-routing-contiki (BSD-3-Clause)

  • Intelligent 2D Packing Optimization — Heuristics & metaheuristics (Genetic Algorithm, Simulated Annealing, Cuckoo Search, NFP, Bottom-Left-Fill) for irregular nesting → intelligent-optimization (MIT)

💰 💼 Finance & Business Python

🌌 ✨ Other Explorations

More coming soon: JP Morgan python training for Bussiness Analysts (publicly available now), more on paper reimplementations, and data analysis notebooks.

🔗 Learning & External Training

🛠️ Skills Snapshot

Python · C++ · C basics · MATLAB · Pandas · Scikit-learn · TensorFlow/Keras · PyTorch · Hugging Face · LangChain · Data Visualization · Machine Learning · Deep Learning · LLMs · RAG · AI Agents · Anomaly Detection · Sentiment Analysis · NS-3 · Contiki/Cooja · Network Simulation · Optimization Algorithms · Power BI / Tableau

🚀 Currently Exploring

Bridging networking/simulations with data pipelines (publicaly avaiable now) , fraud detection, and frontier AI (daily Grok user & prompt tinkerer).

  • Deep Learning & LLMs
  • Prompt engineering with Grok
  • Applied AI products for small businesses (ContentPilot)
  • Real-world applications in fintech, sustainability, and fashion analytics

Thoughtful note: I am not perfect → CV of Failures

Fun unrelated note: Professionally bad at tennis 🎾 → casual thoughts on X: @Seemi_Rauf

Open to Data Analyst, Business Analyst, ML / Applied AI opportunities.

📫 X: @Seemi_Rauf

Feel free to star, fork, or reach out — happy to collaborate, let's build something useful! 🌟

Pinned Loading

  1. credit-fraud-analytics credit-fraud-analytics Public

    Anomaly detection for credit card fraud on imbalanced transaction data - experiments with Isolation Forest and more

    Jupyter Notebook

  2. know-your-style know-your-style Public

    Fashion clothing analysis — Classification and exploratory data analysis on fashion/clothing products — categories, prices, trends, using open datasets

    Jupyter Notebook

  3. jpmc-python-training-notes jpmc-python-training-notes Public

    Forked from jpmorganchase/python-training

    Forked notebooks from JPMorgan Chases's Python training for business analysts and traders

    Jupyter Notebook

  4. modern-ai-llm-journey modern-ai-llm-journey Public

    From Classical ML & Deep Learning to Modern AI & LLMs

    Jupyter Notebook

  5. daily-motivation-tennis-fun daily-motivation-tennis-fun Public

    Fun daily agent: motivational quotes + tennis tips (Grok-inspired)

    Jupyter Notebook

  6. powerbi-tableau-dashboards powerbi-tableau-dashboards Public

    Power BI & Tableau Dashboards. Turning raw data into actionable insights with Python, Power BI & Tableau. Tableau (calculated fields, parameters, dashboard actions)