Open to opportunities

Khurram Bhutto

@khurrambhutto

Message

I'm an AI undergraduate building ML and RAG systems to solve real-world problems.

Pakistan

Message

What I'm looking for

I seek an entry-level AI/ML role where I can apply ML and RAG expertise to build production-ready systems, collaborate with teams, and continue learning emerging AI technologies.

I am an undergraduate student of Artificial Intelligence focused on practical ML and AI-driven applications. I have built predictive models and multimodal systems, including a telco churn model with an F1-score of 0.8729 and a Chat-with-PDF RAG application using LangChain, FAISS, and Gemini.

I enjoy end-to-end development—from data preprocessing and model tuning to interactive interfaces with Streamlit and FastAPI. I pursue hands-on projects (VisionAI, Chat With PDF) and certifications to stay current with transformers, machine learning fundamentals, and production tooling.

Experience

Work history, roles, and key accomplishments

Chat With PDF

Khurram Riaz

Built a ChatPDF application enabling users to upload PDFs and interact via natural language using a RAG pipeline with LangChain and Gemini for context-aware question answering. Implemented a Streamlit interface and FAISS-backed retrieval for efficient semantic search and summarization.

Python Streamlit Lang Chain Faiss RAG NLP Vector Search

Telco Churn Prediction

Khurram Riaz

Developed a machine learning model to predict customer churn for a telecommunications company, achieving an F1-score of 0.8729 on the test set. Built a preprocessing pipeline, tuned hyperparameters with RandomizedSearchCV, and analyzed key churn drivers via feature importance.

Python scikit learn Pandas NumPy LightGBM RandomizedSearchCV Data Visualization

VisionAI Multimodal Interface

Khurram Riaz

Engineered a multimodal AI interface combining computer vision, speech recognition, and NLP to enable image analysis and voice-driven interactions using the Gemini API. Integrated OpenCV, Google's SpeechRecognition, pyttsx3, and Tkinter to support real-time camera input, voice-to-text, and text-to-speech processing.

Python OpenCV Speech Recognition Pyttsx3 Tkinter Computer Vision

Education

Degrees, certifications, and relevant coursework

National University of Technology

Bachelor of Science, Artificial Intelligence

2023 -

Pursuing a Bachelor of Science in Artificial Intelligence with expected graduation in June 2027; coursework and projects include machine learning, predictive modeling, and RAG systems.