Mushtaq Ahmad
AI/ML Engineer | Generative AI Developer | Python Developer
SUMMARY
Agentic AI Engineer and Generative AI Developer with hands-on experience in Machine Learning, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and multi-agent systems. Skilled in Python, Machine Learning, LangChain, LangGraph, CrewAI, FastAPI, Flask, FAISS, and LLM API integration. Experienced in building AI agents, intelligent automation workflows, RAG-based applications, and machine learning solutions. A collaborative and adaptable team player who enjoys working with others to solve problems, contribute to real-world AI projects, and deliver practical solutions. Seeking an opportunity to contribute my skills to a forward-thinking team while continuously learning, taking on new challenges, and growing professionally alongside the organization.
EDUCATION
BS Computer Science
Hazara University Mansehra — Computer Science & Information Technology
EXPERIENCE
Data Analytics Trainee
Jun 2025 – Aug 2025NovaAccelerate — Hazara University
- Trained in machine learning algorithms and data preprocessing techniques.
- Applied Python data science stack: Pandas, NumPy, and Scikit-Learn.
- Worked on supervised and unsupervised learning projects with real datasets.
Computer Teacher
2024 – 2026Apex Public School, Shinkiari
- Built strong communication, presentation, and public speaking skills.
- Mentored students on academic growth and career development.
PROJECTS
Academic Report Generator and Parent Communication Using Agentic AI
An Agentic AI-based academic monitoring and parent communication platform that combines teacher task management, student performance analysis, automated report generation, PDF creation, and parent communication through WhatsApp and Email services. The system utilizes a dual-agent architecture to ensure academic accountability while automating performance reporting and communication workflow.
Stack: Python • Flask • PostgreSQL • Pandas • HTML • CSS • WhatsApp API • SMTP Email Services
Ollama-RAG-AI Study Assistant
Developed a Retrieval-Augmented Generation (RAG) based AI study assistant. Designed and implemented a complete RAG pipeline using LangChain and FAISS. Integrated locally hosted Ollama models for privacy-preserving AI inference.
Stack: FastAPI • LangChain • FAISS • Ollama
GreenLeaf Grocery – AI Perishable Produce Demand Forecasting
https://greenleaf-demand-forecasting.onrender.com
Designed an AI-powered demand forecasting platform for retail groceries to prevent fresh produce spoilage and eliminate stockouts. Trained and tuned a GradientBoostingRegressor model with custom feature engineering (day-of-week, lag 1/2/7, rolling averages), reducing demand forecast error significantly compared to baselines. Developed an interactive web dashboard connected to a containerized FastAPI backend with automated CI/CD deployment on Render.
Stack: Python • Scikit-Learn • FastAPI • Pydantic • Docker • GitHub Actions CI/CD • Render
Crop Price Forecasting API for GreenField Farmers
https://crop-price-forecasting-api-for.onrender.com
Developed an end-to-end Machine Learning API for GreenField Farmers Co-op to forecast next-week wholesale commodity prices (Wheat, Rice, and Potato). Implemented custom time-series feature engineering—including price momentum, rolling averages, and supply shock indices—cutting prediction error with a Gradient Boosting model.
Stack: Python • Scikit-Learn • FastAPI • Pytest • Pydantic • Render
TECHNICAL SKILLS
CERTIFICATIONS & PROFESSIONAL TRAINING
IBM RAG and Agentic AI Professional Certificate
IBM | Coursera | 2026
Skills: Generative AI • Foundation Models • Large Language Models (LLMs) • Prompt Engineering • LangChain • AI Agents • Agentic AI • Retrieval-Augmented Generation (RAG) • Vector Databases
AtomCamp Google AI Studio Session
AtomCamp | May 20–21, 2026
Skills: Advanced Prompt Engineering • Google AI Studio • Google Antigravity
Data Analysis Trainee Certification
NovaAccelerate | 2025
Skills: Machine Learning • Pandas • NumPy • Scikit-Learn • Data Analysis • Data Visualization
LANGUAGES
Urdu • English