Faiz Ur Rehman Ashrafi

Emerging Agentic AI & Machine Learning Engineer

faizashrafi0304@gmail.com|LinkedIn|GitHub|📍 Karachi, Pakistan

📋Professional Summary

Motivated Electronics Engineering Technology graduate transitioning into Agentic AI & Machine Learning. Strong academic performance (CGPA 3.96) with hands-on exposure to programming, AI systems, and technical problem-solving. Focused on building a career as an Agentic AI and Machine Learning Engineer while developing scalable real-world applications.

🎓Education

BS Electronics Engineering Technology

Indus University — Gulshan Campus

CGPA: 3.96Graduated Jan 2026

Intermediate (Pre-Engineering)

2021

Matriculation (Science)

2019

💻Technical Skills

Programming & Data

PythonNumPyPandasMatplotlibSeabornFastAPIFile HandlingLogic Building

Databases

MongoDBPostgreSQL

Frameworks

FastAPIStreamlitLangChain

AI / ML

Machine Learning (Supervised & Unsupervised)Data PreprocessingModel EvaluationProblem Decomposition

Engineering

Basic System DesignElectronics FundamentalsArduino ProgrammingCircuit Design & Verification

Tools

Git & GitHubVS CodeJupyter NotebookClaude Code CLIGoogle AntigravityChatGPTGemini

🚀Projects

Cold Email Generator

AI-powered tool using LangChain to auto-generate personalized cold emails for outreach campaigns.

LangChainPythonAI

Research Newspaper Agent

Autonomous AI agent that researches and summarizes news articles using LangChain agent framework.

LangChainAgentNLP

Retrieval QA Chatbot

RAG-based chatbot for question-answering over custom documents with vector retrieval.

RAGLangChainChatbot

Karachi House Price Prediction

End-to-end ML pipeline predicting real estate prices in Karachi using regression models.

MLRegressionPython

Celebrity Face Recognition

Computer vision project using deep learning to identify and classify celebrity faces.

Deep LearningCVPython

Weather AI Agent

LangChain-powered AI agent that fetches and interprets real-time weather data.

AgentAPILangChain

Crypto AI Agent Chatbot

Full-stack AI chatbot for cryptocurrency analysis with real-time market data integration.

AI AgentCryptoFull-Stack

Pizza Web-App with Chatbot

Restaurant web application featuring an integrated AI chatbot for orders and customer service.

Web AppChatbotFastAPI

Amazon Agentcore Bedrock Chatbot

AI agent built on Amazon Bedrock and Agentcore for enterprise-grade conversational AI.

AWSBedrockAgent

Product Management Web-App

Full-featured CRUD application for product management built with FastAPI and modern frontend.

FastAPICRUDWeb App

📚Learning & Development

▹Completed structured Python learning (25+ topics, ~95% assessment accuracy)
▹Actively studying Machine Learning roadmap (Data → ML → AI)
▹Exploring AI-assisted development using modern AI tools
▹Learning system design fundamentals for scalable applications

⭐Core Strengths

Analytical MindsetStrong Academic DisciplineLong-term Strategic ThinkingHonest & Goal-OrientedSelf-Driven Learner