Agam Singh

Computer Science junior at the University of Colorado, Boulder, with experience in software engineering, machine learning, and database systems. Proven track record in innovative projects, including NASA mission support and machine learning applications. Strong problem-solving and leadership abilities with a passion for impactful solutions.

Developer, GPT Stock Recommender

• Developed an autonomous stock recommendation workflow in LlamaIndex, leveraging sentiment analysis on daily news to mirror real-world investment strategies
• Integrated 3 different LLMs at different stages to enhance accuracy and enable self-alignment based on evolving news data

Developer, FlashCardER - Automated flash card developer

• Co-created an app for IOS which allows users to take notes, recognizes key points, and creates flash cards by recognizing key points of the notes
• Personally, I combined NLTK with self-written tokenization functions to create a machine learning algorithm which tokenizes the notes and ranks topics by varying importance levels
• Worked on a categorization algorithm which adds different note pages into different subjects

Developer, MoodTunes

• Designed a webapp to help with anxiety through customized music recommendations using 14 points HAM-A scale
• Curated a comprehensive dataset of Taylor Swift's entire discography of 372 songs with lyrics and emotion probability
• Played vital role in developing an algorithm which uses sentiment analysis to categorize songs to specific moods
• Write algorithms which recommend songs aiming to promote positive mental health to users

• PCEP - Certified Entry-Level Python Programmer
• Certified in Microsoft Azure AI Fundamentals

Community Service:

Initiated volunteer efforts at the OUR Center, organizing group sessions to clean up highways and contribute to community welfare. Demonstrated leadership by coordinating activities aimed at community service.

Project Hygiene:

Leading initiative to build a clean bathroom at a public school in India: fundraising, promotion, and project oversight. Ensuring access to basic facilities for students, improving educational environments.