tashfeen= {
"role" : "AI Engineer — LangGraph · RAG · Generative AI",
"location" : "Pakistan 🇵🇰",
"education" : "BS Information Technology (2025)",
"internship" : "NetsolTech — AI/ML Engineer Intern",
"focus" : ["Agentic AI Systems", "RAG Pipelines", "LLM Tool-Calling"],
"stack" : ["Python", "LangGraph", "LangChain", "FastAPI", "Gemini", "React"],
"currently" : "Building production AI systems · Open to opportunities 🚀"
}- 🤖 Built a production RAG chatbot at NetsolTech — LangGraph + Gemini + ChromaDB + tool-calling
- 🎙️ Co-founded AI Voice Khata — WhatsApp-native voice bookkeeping for Pakistan's informal economy
- 📚 Completed a 14-module NLP/RAG curriculum — from embeddings to agentic LangGraph systems
- ⚡ Specialize in LLM agent architectures — tool-calling, multi-step reasoning, streaming APIs
- 🎯 100 Days of ML — consistently learning & shipping real products
LangGraph · Google Gemini · FastAPI · ChromaDB · React · SQLite · Tavily · Google Calendar
Production-grade AI assistant built during internship at NetsolTech.
- RAG pipeline for document Q&A (PDF/DOCX/TXT upload)
- Text-to-SQL with interactive bar, line & pie charts (Recharts)
- Tool-calling: Google Calendar, web search (Tavily), business DB queries
- Real-time streaming responses, multi-thread chat history
OpenAI Whisper · GPT-4o · FastAPI · Supabase · WhatsApp Business API · React · TypeScript
Voice-first financial infrastructure for Pakistan's 5M+ Kiryana stores.
- Shopkeeper sends voice note → AI extracts Name, Item, Debit, Credit
- Roman Urdu speech recognition (fine-tuned Whisper)
- Zero app downloads — works natively in WhatsApp
- PDF invoice generation via ReportLab
LangChain · LangGraph · Qdrant · Pinecone · RAGAS · FastAPI · Jupyter
End-to-end hands-on curriculum — from document loaders to production agentic systems.
- Chunking, embeddings, vector DBs, hybrid search (BM25 + RRF)
- RAG evaluation with RAGAS, hallucination debugging
- Agentic RAG with LangGraph self-reflection loops
- 2 capstone projects: Enterprise Q&A + Agentic Research Assistant
LangChain · Groq (LLaMA3) · HuggingFace · PostgreSQL · Binance API · FastAPI · Next.js
Full-stack GenAI platform combining RAG pipeline with live crypto market data for personalized investment guidance.
YOLOv12 · OpenCV · OCR · FastAPI · Next.js · TypeScript · PostgreSQL
Real-time traffic surveillance — detects helmet violations & extracts number plates automatically using computer vision.
| Repository | Description | Tech |
|---|---|---|
| 🤖 NetsolChatbot | AI chatbot — RAG, tool-calling, charts | LangGraph · Gemini · React |
| 🎙️ AI_voice_khata | WhatsApp voice bookkeeping for Kiryana stores | Whisper · FastAPI · Supabase |
| 🧠 NLP | 14-module RAG & NLP curriculum | LangChain · LangGraph · RAGAS |
| 🤖 Crypto_ChatBOt_system | RAG-based crypto investment assistant | LangChain · Groq · Binance API |
| 🪖 HelmetEye | YOLOv12 traffic surveillance FYP | YOLO · OpenCV · FastAPI |
| 🧠 STEMETA_Intership_Projects | 9 real-world ML internship projects | Scikit-learn · Flask · NLP |
| 🦜 LangChain | LangChain hands-on learning | LangChain · Python |
| 📚 100DaysOfMachineLearning | 100 days ML journey | Python · ML/DL |
| 🏥 PatientsManagementSystem | FastAPI + ML insurance predictor | FastAPI · Scikit-learn |
| 💳 LoanApprovalPrediction | ML loan status classifier | Scikit-learn · Pandas |
Open to AI Engineer, ML Engineer & Python Backend roles 🚀