Hi, I'm Reza! 👋
AI/ML, iOS
CS student at CSUN interested in Machine Learning, Natural Language Processing and Computer Vision.
Chat with RezAi
AI/ML Focus Areas
Neural Networks
Deep learning architectures, CNNs, and transformer models with practical implementations.
Natural Language Processing
Working with LLMs, fine-tuning models, and building NLP applications.
Research & Development
Exploring cutting-edge AI papers and implementing novel approaches.
Skills
🧠 Machine Learning & AI
🐍 Python & Data Science
📱 iOS Development
Projects
Rezume
Rezume is an AI-powered resume tailoring tool that generates job-specific resumes based on uploaded job descriptions. Designed to boost applicant tracking system (ATS) compatibility and recruiter alignment, it streamlines the job application process for users.
RezAi
An AI chatbot fine-tuned on LLaMA 3.1-8B to answer technical and behavioral interview questions in my voice. RezAi is trained on 140+ personal Q&A pairs covering my projects, technical decisions, and personality. To better reflect my communication style and preferences, RezAi was further optimized using Direct Preference Optimization (DPO) on a custom set of response comparisons. The model is hosted on Hugging Face and deployed in the chat interface above. Feel free to test it, and let me know your feedback! Note: RezAi may occasionally produce inaccurate information.
Word2Vec from Scratch (SGNS)
A complete Word2Vec implementation using only NumPy that creates meaningful word embeddings capturing semantic relationships. Uses Skip-gram architecture with negative sampling. The trained model performs word analogies like "king is to man as woman is to queen" by learning consistent vector relationships between words.
Live Digit Recognition (CNN + Gradio)
An interactive digit recognition tool built using TensorFlow and Convolutional Neural Networks. Users can draw digits on a live sketchpad via Gradio, and the model predicts them in real-time. Includes preprocessing, augmentation, and custom threshold logic for better real-world inference.
Pizza Guys Food Cost Calculator
A SwiftUI app that calculates food cost for Pizza Guys franchises. It gives a breakdown of prices in real time using a custom pricing engine that automatically converts units and costs to the desired amounts. It also follows the MVVM architecture.
HotProspects
A modern iOS networking application that helps users manage business contacts through QR codes, with built-in contact management and notification features, using Swift Data for persistence.
Experience
Software Engineering Intern at DJAI
Developed ML-powered tools for DJ software
Favorite Books
Interesting Papers
– Emotional Influence on LLMs.
– Discovering Personal Disclosures in Human-LLM Conversations in the Wild
– Detecting and steering LLM concepts by combining nonlinear predictors over multiple layers