Computer Science Student | Machine Learning Enthusiast | Full-Stack Developer
📍 Madison, WI | 📧 asingal3@wisc.edu | 💼 LinkedIn
I'm a passionate Computer Science student at the University of Wisconsin-Madison with a strong focus on Machine Learning and AI. I love building innovative solutions that solve real-world problems, from intelligent classification systems to modern web applications.
- Designed LangGraph models for enriched knowledge representation in S&OP workflows
- Developed RAG pipelines that boosted forecast accuracy and consistency
- Collaborated with data science teams on advanced AI implementations
- Conducted hands-on ML research with Python and MAST-ML
- Explored deep learning with TensorFlow for engineering applications
- Created technical presentations on machine learning research progress
- Built classification algorithm for truck driver identification using deep learning
- Improved operational efficiency by 20% through AI-powered entry systems
- Worked with ANPR and AI camera systems for real-time processing
Tech: Python, LangChain, LangGraph, HuggingFace, Chroma
- Architected sophisticated multi-agent RAG system combining document retrieval and AI analysis
- Implemented semantic search using HuggingFace embeddings and Chroma vector database
- Integrated multiple LLMs (Llama 3.3 70B, Google Gemini 1.5 Pro) for advanced AI orchestration
Tech: Java, JavaFX
- Led team of 5 students to develop comprehensive task management solution
- Features: habit tracking, calendar integration, board management, goal streaks
- Implemented secure login system and user data persistence
Tech: TypeScript, React.js, Tailwind CSS
- Modern, responsive portfolio website with smooth animations
- Optimized performance with fast load times and mobile-friendly design
- Integrated resume download and social media connectivity
Tech: Python, SQLite, Tkinter
- Multi-user fitness application with account management
- Features: nutrition tracking, workout recording, progress reporting
- Designed intuitive GUI for seamless user experience
University of Wisconsin-Madison - Bachelor of Science in Computer Science (2024-2027)
Continuous Learning: Always exploring the latest in AI/ML, from neural networks to large language models. Active participant in developer communities and coding clubs.
I'm always open to collaborating on interesting projects, especially in Machine Learning, AI, and Full-Stack Development.
- 💬 Ask me about: Python, Machine Learning, Web Development, AI/ML Research
- 📫 Reach me at: asingal3@wisc.edu
"Building the future, one algorithm at a time." ✨