Hello, I am Ishan Vepa.
About Me
I have an avid interest in technology and computer science. I am currently pursuing a Bachelor of Science in Computer Science at the Georgia Institute of Technology with a concentration in Human-Computer Interaction.
When I am not programming you may find me transcribing jazz records, trying new cold brews, or watching premier league soccer (GGMU ifykyk).
My Projects
AI Academic Research Engine
Engineered a scalable RAG pipeline that ingests papers via academic journal APIs into FAISS vectorstore. Enabled vector search for 200M+ abstracts, designing 10+ REST endpoints for query processing. Fine-tuned BART model using PEFT to perform literature review through abstractive text summarization
- Next.js
- React.js
- Flask
- LangChain FAISS
- Python
- BART
- PEFT
Senserfy: Spotify Dashboard & AI Recommendations
Built dashboard using Spotify REST API showing 10 listening metrics, such as top artists, genres, and tracks. Developed RAG AI song curation tool that analyzes musical sentiment and recommends songs using FAISS
- Next.js
- TypeScript
- Flask
- Spotipy
- FAISS
- Python
Personal Website
Leveraged Next.js and Tailwind CSS, and HTML to build a high-performance personal website.
- React
- Next.js
- TypeScript
- TailwindCSS
- HTML
Dungeon Crawler Android Game
Used Java and MVVM architecture to code 'Luigi's Mansion'-themed dungeon crawler android game. Utilized UML infrastructures: System-Sequence Diagram, Design Class Diagram, Use-Case Diagram. Implemented software design patterns: Strategy, Observer, Singleton, Factory, Decorator.
- Java
- Android Studio
- Git
Computational Analysis of Contemporary Music
Web-scraped Billboard Hot 100, comparative analysis, transcribed melodies, chord progressions, tempos, and keys of songs in Python. Leveraged Python API: BeautifulSoup, urllib, xlsxwriter, openpyxl. Completed research paper guided by the research question: “Why do people enjoy music?”
- Python
- BeautifulSoup
- urllib
- xlsxwriter
- openpyxl
My Skills
- Java
- C
- C#
- ASP.NET Framework
- jQuery
- React.js
- Next.js
- Python
- Flask
- Rest API
- HTML
- CSS
- Javascript
- Assembly
- TypeScript
- Git
- Accurev SCM
- Tailwind CSS
- Adobe Premiere Pro
- Adobe After Effects
- AWS API
- Figma
- Tableau
- AWS Amplify
- Android Studio