Hi, I'm Ashwith 👋

Passionate developer with a love for creating innovative solutions. I specialize in web development and enjoy working with various technologies to bring ideas to life. My goal is to build applications that are not only functional but also user-friendly and visually appealing.🤠

Ashwith Rai

Meet the Builder

I'm a passionate web developer who loves turning ideas into functional, user-friendly applications. From crafting sleek weather apps to automating LeetCode-to-GitHub workflows, I enjoy building tools that make life easier. Currently, I'm working on Classly, an innovative web application that helps track student attendance via smartphones, and IntraNav, a real-time indoor navigation system aimed at guiding users through complex spaces. I'm also sharpening my web development skills while gearing up to explore AI. 🚀

Experience & Achievements

My professional journey, leadership roles, and technical certifications.

Work Experience

Research Intern – Computer Vision & Backend

Samsung Prism

Dec 2025 – Present

Working on an AI-assisted appliance troubleshooting system designed to automatically identify appliance error states through computer vision and OCR techniques.

  • Developed a multi-stage CV pipeline using OpenCV for detecting 7-segment display error codes.
  • Integrated OCR-based text extraction using EasyOCR for graphical display messages.
  • Built backend services using FastAPI to process captured images/videos.
  • Contributed to frontend integration using HTML, CSS, JavaScript, and Jinja2.
  • Worked on LED blinking pattern detection logic for temporal visual analysis.
PythonOpenCVFastAPIEasyOCRHTMLCSSJS

Full Stack Developer (Paid Intern)

Acumensa Technologies Pvt Ltd

Aug 2025 – Mar 2026

Worked across multiple technical domains, handling backend architecture, cloud infrastructure, automation, and system integration.

  • Managed infrastructure for a medium-scale Ecommerce platform using AWS (EC2, RDS, S3).
  • Implemented strict Data Access & Security layers using Row-Level Security (RLS).
  • Built PoCs leveraging AWS Kinesis (data streaming) and AWS Bedrock (generative AI).
  • Developed complex web scrapers using Playwright-based frameworks.
  • Handled the setup and hardware-software integration of the ZKTeco protocol for automated attendance systems.
AWSPythonPlaywrightFastAPIReactRLS

Leadership & Certifications

Core Member

CodeRIT

Managed web-related components and organized technical events including Wackiest (24-hour hackathon), Icebreaker, and 22 Yards of Code.

Jun 2025 – Present

Student Coordinator

RIT TechFest 2026

Coordinated and represented the ECE Department, contributing to event organization and team coordination.

2026

Top 16 Team Finish

22 Yards of Code

Recognized as a Top 16 team (Binary Coded Developers) in a multi-round competitive coding event. Demonstrated problem-solving and strategic thinking.

2024

Claude with Anthropic API

Anthropic

Completed a technical learning program focused on integrating and working with the Anthropic API and Claude models.

Certification

AWS Hands-On Bootcamp

AWS Cloud Club

Participated in a hands-on workshop focused on building and deploying introductory cloud-based applications using AWS services.

Certification

Hall of Code

I build projects from 0 to 1, turning ideas into reality. Take a look at some of my favorite projects below.

Intranav

In Progress
Jul 2025

IntraNav is a smart indoor navigation and path-finding system designed to help users move efficiently within complex buildings such as campuses, malls, hospitals, and corporate offices. It leverages graph theory and vector math to dynamically generate shortest paths and provide turn-by-turn guidance — with visuals! 🧠📍

Python
FastAPI
React
Neo4J
Tailwind CSS
Vite
Websockets
Dijkstra's Algorithm
Full Stack

Leet2Git

Beta Release
Aug 2024

Leet2Git ⚡ is an automation tool that seamlessly transforms LeetCode solutions into a structured GitHub repository, making it easier to track progress and showcase problem-solving skills 🤖. Each solution is systematically categorized, ensuring an organized and accessible format 🏷️. This project reflects my passion for streamlining workflows and creating efficient tools 🛠️ to manage DSA (Data Structures and Algorithms) solutions 💻. Currently in beta release 🚀, Leet2Git is open for testing and feedback, allowing developers to explore its features and contribute to its improvement. Your insights and suggestions are invaluable in refining the tool! 💡

HTML
CSS
JavaScript
Python
FastAPI
SQL Alchemy
Postgres Database
Github API
LeetCode API
Websocket
Full Stack

RecapFlow AI

Maintained
Aug 2025

RecapFlow AI 🔄 is an AI-powered meeting summarization platform that transforms lengthy meeting transcripts into concise, professional summaries ready for email sharing 📧. Built with Next.js 15 and FastAPI, it leverages Google Gemini AI to generate intelligent summaries with custom prompt support 🤖. The platform features a 4-step wizard workflow: upload transcripts, generate AI summaries, edit content, and share via email with beautiful formatting ✨. Key highlights include multiple file format support (.txt, .md, .docx), real-time editing, professional email templates, and custom sender signatures 💼. The project showcases modern full-stack development with responsive design.

Next.js
React
TypeScript
Tailwind CSS
Python
FastAPI
Google Gemini AI
SMTP Email
Markdown Processing
Full Stack

My Dev Arsenal

Languages

Python

Powerful scripting and general-purpose language.

JavaScript

Web scripting & dynamic content.

TypeScript

Typed superset of JavaScript.

HTML

Markup language for web content.

CSS

Style language for web design.

SQL

Language for managing databases.

Cypher

Query language for Neo4j graphs.

C

Low-level programming language.

C++

Object-oriented upgrade to C.

Verilog

Hardware Description Language.

Assembly

Hardware-level code.

Frameworks & Libraries

FastAPI

Blazingly fast Python backend framework.

React

Frontend library for dynamic UIs.

Next.js

Full-stack React framework.

Express

Minimal Node.js web framework.

Node.js

JavaScript runtime environment.

Tailwind CSS

Utility-first CSS framework.

NumPy

Scientific computing for Python.

Pandas

Data analysis library for Python.

Matplotlib

Visualization library.

LangChain

Framework for building LLM applications.

LangGraph

LangGraph

Library for building stateful multi-actor applications.

Tools

Git

Version control system.

GitHub

Code hosting and collaboration platform.

Codespaces

Cloud-based development environment.

VS Code

My beloved code editor.

Neo4j

Graph database.

Figma

UI/UX design and prototyping tool.

PostgreSQL

Powerful relational DB.

Heroku

Cloud app platform for deployment.

Vercel

Frontend hosting for React/Next.js.

Render

Modern cloud hosting for web apps.

Docker

Containerization tool.

Postman

API development and testing platform.

Currently Learning

Docker

Containerization tool.

TypeScript

Learning types and interfaces.

Cypher

Graph querying language.

PyTorch

Deep learning library.

Let's Connect

© 2026 Ashwith Rai. All rights reserved.