Vinit Jahagirdar

Hi, I'm Vinit

A curious Software Engineer: Building, Learning, Exploring

VJ

About

I'm a recent Master's graduate in Information Systems, deeply passionate about software engineering and AI. I thrive on staying updated with the latest tech trends and enjoy immersing myself in new technologies. Proficient in Python, Java, and JavaScript, I'm always excited to turn innovative ideas into practical solutions.

Education

Santa Clara University

Master's Degree in Information Systems

National Institute of Engineering

Bachelor's Degree of Mechanical Engineering

Experience

SCU Frugal Innovation Hub

Mar 2024 - Present

Software Developer

Developed a unified backend with Node.js and Firebase, integrating 15 educational apps for streamlined data management. Designed APIs for user authentication, profile management, and game progress tracking. Built a Flutter-based app catalog platform, boosting user engagement with centralized bilingual educational games. Organized a Firebase document-based database for improved data accessibility and management.

Hermis

Dec 2023 - Feb 2024

Software Engineer Intern

Engineered a Retrieval-Augmented Generation (RAG) system with open-source LLMs, reducing response times by 15% through precise prompt engineering and fine-tuning. Developed APIs in Python to handle retrieval operations, cutting costs and enhancing efficiency. Deployed the Dockerized RAG system on AWS, utilizing EC2 and S3 for scalability and efficient data storage, ensuring high availability and fault tolerance. Improved the user interface by contributing to the development of React components.

Intuitive

Jan 2023 - Jun 2023

Data Science Intern (Practicum)

Developed and implemented a Python-based NLP pipeline for extracting and cleaning earnings call transcripts, identifying key financial themes. Built machine learning models for topic detection and sentiment analysis, providing insights on keywords like capital environment, procedures, staffing, inflation, supply chain. Automated transcript summarization using Hugging Face pre-trained models, enhancing decision-making processes with concise summaries. Created interactive dashboards using Tableau and Matplotlib to visualize sentiment and keyword trends, driving strategic decisions.

Skills

Python

C++

C

Java

JavaScript

TypeScript

Django

Flask

HTML5

NodeJS

React

Next.js

Tailwind CSS

MySQL

PostgreSQL

MongoDB

Firebase

Convex

Snowflake

ChromaDB

AWS

Docker

Linux

Git

Kubernetes

GitHub

Pandas

NumPy

Scikit-learn

PyTorch

LangChain

projects

My Projects

Docs

Docs

A real-time collaborative productivity tool with sub-second synchronization, user mentions, comments, notifications, secure authentication, and customizable document templates.

Next.js

TypeScript

Convex

Liveblocks

Clerk

Wyag

Wyag

A web-based UI for a simplified Git implementation in Python, enabling users to perform common Git operations like adding, committing, status checks, viewing logs, file management, and branch merging.

Python

Flask

ShopNest

ShopNest

Dynamic full-stack website featuring responsive design, category-based filtering, user authentication, dynamic cart updates, and streamlined checkout processes.

Python

Django

HTMX

Tailwind CSS

HarmonyChat

HarmonyChat

Harmony is a musical chatbot using ChatGPT, with a custom React interface, LangChain for prompt optimization, and Chainlit for the backend.

Python

TypeScript

React

OpenAI API

Predictive Maintenance

Predictive Maintenance

Developed a Random Forest model predicting aircraft engine failures with 97.3% accuracy, 94.5% precision, and a 93.3% ROC AUC score, enhancing maintenance scheduling and engine reliability.

Pandas

NumPy

Scikit-learn

contact

Get in Touch

You can connect with me on LinkedIn or mail me here