Hi. I'm Saloni Jain.

Junior @ Columbia studying CS and applied math, aspiring AI/ML engineer, and passionate problem solver.

Resume

Experience

June 2024 - Current

Implement medallion-architecture-based ETL pipelines using MageAI to organize data from various APIs into MongoDB
Build multi-page analytics dashboard with integrated chatbot using Streamlit, Plotly, Python, and Gemini API
Develop machine learning models using PyTorch and Scikit-learn to predict and understand campaign performance

February 2024 - Current

Developed a graph-based representation of the PacBot game board in Python to optimize the pathfinding algorithm
Implemented low-level PID algorithms in C++ to control movement of robot and account for drifting and tilting
Experimented with Q-learning algorithms in Python to strategically determine the movement policy of the robot

June 2023 - August 2023

Reduced inconsistencies in answer formatting for LLM-based chatbot and improved sentiment analysis on nuanced call transcripts using LangChain, prompt engineering, and few-shot learning
Increased response construction speed of chatbot by migrating from GPT-3 to GPT-3.5 using Python, LangChain, and OpenAI API, leading to a 90% decrease in API call costs
Redesigned Workspace page by building a Figma PoC, coordinating team tasks, and pitching to senior executives

July 2024 - Current

Built 5+ AI apps and APIs using NextJS, OpenAI, Pinecone, StripeAPI with 98% accuracy as seen by 1000 users
Developed projects from design to deployment leading 4+ engineering fellows using MVC design patterns
Coached by Amazon, Bloomberg and Capital One engineers on Agile, CI/CD, Git and microservice patterns

May 2024 - Current

Selected from 3000+ applicants for Break Through Tech AI, a year long fellowship program designed to support women and other underrepresented people in AI, ML, and Data Science
Contributed towards 12-month long program including Machine Learning Certificate with Cornell faculty, experiential learning experiences, and mentorship from industry professionals

Simplified Quizlet to add, update, delete flashcards and practice them.

MongoDB, ExpressJS, ReactJS, NodeJS

NN written from scratch to reconstruct images using SGD and Adam.

Python, NumPy

Web UI to track students’ degree progress and display personalized, AI-generated class recommendations.

ReactJS, Cohere API