AI/ML Engineer & Full-Stack Developer | Computer Science @ University of Pittsburgh

I'm passionate about building production-ready LLMs, AI-powered applications, and modern web solutions. Currently developing a fine-tuned business planning model that has helped 100+ startup founders accelerate their business development.

• 🧠 Personal Knowledge Assistant MCP Server: A comprehensive Model Context Protocol server that transforms personal information management across email, social media, documents, and productivity metrics
• 🤖 Building custom LLM implementations with transformer architectures and RAG systems
• 🎨 Creating immersive web experiences with React, Next.js, and Three.js
• 📚 Open-source educational resources for LLM development

April 2025 - Present

• Built GPT-style transformer from scratch using PyTorch with custom tokenizer and attention mechanisms
• Fine-tuned models on instruction datasets, deployed via Chainlit for real-time interaction
• Created open-source educational resources with LLaMA-based scoring

Freelance | August 2024 - March 2025

• Developing AI solutions for SEO & lead generation with RAG chatbots using OpenAI API
• Building context-aware customer support bots with enhanced website navigation

2024 - Present

• Building modern web apps with React/Next.js, TypeScript, and Tailwind CSS
• Creating 3D visualizations with React Three Fiber and particle effects

A comprehensive Model Context Protocol server that revolutionizes personal information management

• 📧 Email Intelligence: Smart email management with AI-powered analysis and composition
• 🌐 Social Media Integration: Multi-platform support (Twitter, LinkedIn, Facebook, Instagram) with performance analytics
• 📊 Personal Analytics: Track productivity metrics, habits, and goals with data-driven insights
• 🔒 Privacy-First: End-to-end encryption, local processing, GDPR compliant
• 🛠️ 7 Powerful MCP Tools: Including email analysis, social media management, project tracking, and insight generation
• 🧠 AI-Powered Insights: Behavioral pattern detection, predictive analytics, and relationship mapping

Fine-tuned Mistral-7B model designed to guide startup founders with AI tool recommendations

• 🔥 Helped 100+ startup founders accelerate business development
• 📊 Trained on ~1,500 GPT-4-generated prompt-response pairs
• ⚡ Implemented QLoRA (4-bit) and Flash Attention 2 for efficient training
• 🎯 Provides structured roadmaps, clarifying questions, and contextual AI tool recommendations

Modern NextJS website showcasing AI capabilities through impressive 3D visuals

• 🎨 Built with Next.js 14+, TypeScript, and Tailwind CSS
• 🌟 3D graphics using React Three Fiber with custom particle systems
• 📱 Optimized for mobile with lazy loading and comprehensive SEO
• 🤖 Features MCP servers with agentic AI systems and Zod form validation

End-to-end implementation of a Large Language Model using Python and Jupyter Lab

• 🏗️ Built transformer architecture from scratch with multi-head attention
• 🔧 Implemented custom tokenizer and training pipeline
• 📚 Created comprehensive documentation for educational purposes

Expertise: Fine-tuning (QLoRA, LoRA), RAG Systems, Transformer Architecture, Flash Attention, Model Evaluation, Prompt Engineering, Model Context Protocol (MCP), Chainlit, Axolotl

• 🎓 University of Pittsburgh - B.S. Computer Science (2025-2029)
• 📚 Harvard CS50 - Introduction to Computer Science (Completed)
• 🌐 Northern Virginia Community College - Web Design and Development
• 🏆 Certifications:
  • Certificate of Completion - Cybersecurity: Protecting Our Digital Future
  • Certified Entry-Level Web Developer

💡 Currently exploring: Advanced MCP server implementations for personal knowledge management, agentic AI systems, and privacy-preserving ML techniques

🌟 Fun fact: I built my first transformer model from scratch at 18!