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zeeshanAhmed2798/README.md

💫 About Me

🤖 AI/ML Engineer building production agentic AI and voice AI systems 📊 Data Scientist — Python, SQL, Power BI & applied ML/DL

💼 AI Engineer in production voice/GenAI systems — building real-time voice agents, RAG pipelines & multi-tenant AI platforms ⭐ ML/Data Science Freelancer @ Fiverr — 100% Response Rate 🎓 BS Computer Science @ Superior University, Lahore (2022–2026) 🏆 Kaggle Notebooks Expert | Google Data Analytics Certified 🚀 Currently building: Urdu-first voice AI for healthcare, multi-tenant LiveKit ordering pipelines, and RAG/agentic system

🧭 My Journey

C++ games & Android apps  →  Web dev (Flask, React Native)  →  Data Science & EDA  →  Agentic AI & Voice AI
      (2023)                       (2023–2024)                    (2024)                (2025–2026)

Started with a bouncing-ball game and a chess engine in C++ during my first two semesters, moved into web development, then spent a year deep in data science — EDA, Kaggle notebooks, classical ML. Since 2025 I've been building production agentic and voice AI systems: RAG chatbots, MCP servers, and multi-tenant voice agents used in real hospital and restaurant workflows. Every stage is still up here — I'd rather show the full arc than hide where I started.

🌐 Socials

LinkedIn Kaggle Fiverr Instagram Facebook Email Portfolio


🚀 Featured Projects

🏥 Flagship: VoxCare — Urdu-First Voice AI Agent for Healthcare

Final Year Project (Superior University, supervised by Dr. Jawad Ahmad, built with a 2-person team). A realtime, Urdu-first voice AI agent that lets patients book, reschedule, and cancel hospital appointments over a live phone call — multi-tenant SaaS architecture with RBAC, call logging, and an analytics dashboard. Tech: Python · FastAPI · VAPI · GPT-4o (tool calling) · LangChain · LangGraph · Redis · Twilio · PostgreSQL 🔗 Live demo · AI Agent repo · Frontend repo

🏠 Capstone: Lahore Real Estate Intelligence System

End-to-end ML pipeline for Lahore property data: scraping → cleaning → feature engineering → 5 regression models compared (Linear, Ridge, Lasso, Random Forest, XGBoost) with cross-validation and hyperparameter tuning, a TF-IDF + cosine-similarity content-based property recommender, and an Explainable AI module, shipped as a multi-page Streamlit app. Tech: Python · scikit-learn · XGBoost · Pandas · Streamlit 🔗 Repo

🤖 Agentic AI & GenAI

  • YouTube RAG Chatbot — Full RAG pipeline over YouTube transcripts: chunking, 384-dim sentence-transformer embeddings, Pinecone vector DB with custom namespaces, Groq LLM, LangChain orchestration, Streamlit UI with session memory.
  • Cold Email Generator — LLaMA-orchestrated pipeline that scrapes a company's careers page, extracts role requirements, vector-matches them against portfolio projects, and drafts a personalized cold email.
  • n8n Personal Assistant — Natural-language agent orchestrating Google Calendar, Gmail, Tasks, Docs, and Sheets through n8n workflow automation.
  • VoxKit Voice Agent (LiveKit) — Modular-monolith, multi-tenant voice ordering system for restaurants, built on LiveKit + FastAPI + GPT-4o. (production work — link to the relevant repo once confirmed public/shareable.)
  • Hybrid Voice Pipeline — OpenAI STT+VAD → LangChain → ElevenLabs TTS over Twilio; ~15x cheaper than the OpenAI Realtime API while preserving barge-in and function calling.

📊 Data Science, ML & BI

  • PSL Analytics Platform — 73,785 rows of ball-by-ball PSL cricket data behind a public REST API (FastAPI, deployed on Vercel) plus a Streamlit dashboard; backed by two self-published Kaggle datasets.
  • SMS Spam Classifier — TF-IDF + Naive Bayes + stacking ensembles on 5,572 SMS messages: 100% precision, 95–97% accuracy, deployed with Streamlit.
  • Cats vs Dogs CNN — TensorFlow/Keras CNN with a full optimization journey (baseline → dropout → batch norm → L2): 81.85% validation accuracy, 88.71% train accuracy.
  • WhatsApp Chat Analyzer — Streamlit app for message stats, timelines, word clouds, activity heatmaps, and emoji analysis.
  • Interactive Power BI Dashboards — HR attrition analytics, e-commerce sales, hotel-cancellation analysis, and a 10-year non-profit financial EDA across 3 charities.

🕷️ Web Scraping & Automation

  • Stepstone Job Market Analyzer — Selenium scraper covering 1,300+ Düsseldorf tech job listings, handling pagination, cookies, and dynamic scroll.
  • Yahoo Finance Scraper — OOP-refactored Selenium scraper pulling real-time price, volume, market cap, and P/E data for 50+ stocks daily.

💻 Tech Stack

Languages

Python SQL C++ Java HTML5 CSS3

AI/ML & Agentic AI

LangChain OpenAI Keras scikit-learn TensorFlow PyTorch

Voice AI & Realtime

Twilio

Data Science & Analytics

Pandas NumPy Matplotlib Plotly Scipy Power BI Excel

Frameworks & Tools

FastAPI Flask Streamlit Docker Postman

Web Scraping & Automation

Selenium BeautifulSoup

Databases

MySQL SQLite Supabase Firebase Pinecone Redis

Cloud & Deployment

AWS Render Vercel

Other Tools

Git GitHub Jupyter VS Code


📊 GitHub Stats:



🏆 GitHub Trophies

✍️ Dev Quote


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  1. sms-spam-classifier sms-spam-classifier Public

    An end-to-end Email/SMS Spam Classifier using NLP. Includes EDA, preprocessing, vectorization (TF-IDF), model selection (focus on precision), and final deployment using Streamlit. Multinomial Naiv…

    Python

  2. whatsapp-chat-analyzer whatsapp-chat-analyzer Public

    WhatsApp Chat Analyzer - Upload chat files and get message statistics, timelines, word clouds, activity heatmaps, emoji analysis, and more. Built with Streamlit, Matplotlib, and Seaborn.

    Python 1

  3. stepstone-job-scraper stepstone-job-scraper Public

    A Python-based web scraper that collects programmer job listings from Stepstone.de for companies in Düsseldorf, Germany. Extracts job title, company name, location, post date, description, and list…

    Jupyter Notebook

  4. DashBoards DashBoards Public

    This dashboard offers a comprehensive view of employee attrition, gender distribution, job roles, and much more, enabling data-driven HR decisions. Built with interactive visualizations to provide …

  5. psl-stats-api psl-stats-api Public

    Jupyter Notebook

  6. YouTube-Chatbot YouTube-Chatbot Public

    AI-powered YouTube Chatbot with RAG - Ask questions about any video using transcript analysis, Hindi/Urdu translation, and Pinecone vector search

    Python