Hi, I'm Pragya
B.Tech IT undergrad building production-ready frontend systems, full-stack applications, and applied AI solutions.

About

I build scalable frontend systems, full-stack applications, and applied AI projects with a focus on performance and real-world deployment. I’ve developed production-ready user interfaces and features during my frontend internship at Ionio, working closely with design, functionality, and user experience. I also create AI-driven applications as personal projects, exploring practical use cases in machine learning and automation. Active in GDG and ACM, I enjoy combining frontend development with my growing interest in AIML to build meaningful digital solutions.

Work Experience

Skills

React
Next.js
Typescript
Node.js
Python
Go
Postgres
Express.jsExpress.js
MongoDBMongoDB
Generative AI
YOLOv8
C++
FirebaseFirebase
OpenCV
NLP
RAG
Git and GitHubGit/GitHub
CloudinaryCloudinary
JavaScriptJavaScript
TensorFlow

Contributions

JanFebMarAprMayJunJulAugSepOctNovDec
955 contributions in 2025
Less
More
141 active days16 day streak61 peak contributions in a single day
My Projects

Check out my latest work

I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.

DocuStream - Automated AI Document Management System

DocuStream is an AI-driven document management platform that transforms unstructured, chaotic document repositories into a streamlined, knowledge-rich system. It automatically summarizes lengthy documents, delivers insights to the right stakeholders, and prevents compliance risks with intelligent alerts. The system enhances cross-department collaboration, preserves institutional knowledge, and eliminates duplicated effort. With real-time routing and multi-format support, DocuStream ensures faster decision-making and effortless information access for modern organizations.

REST API
NLP
AI Summarization
Next.js
Tailwind CSS
Firebase
Cloudinary
Firebase Auth

SmartQueue - AI-Based Real-Time Queue Prediction & Workforce Optimization

Built an AI-driven queue load balancer using TensorFlow, PyTorch, and OR-Tools to predict wait times and optimize staffing. Implemented real-time crowd detection with YOLOv8 and OpenCV, developed REST APIs with Node.js and MongoDB, and deployed via Azure Container Apps. Created a responsive analytics dashboard in Next.js with TypeScript and Recharts for real-time insights.

TensorFlow
PyTorch
OR-Tools
YOLOv8
OpenCV
Node.js
Express.js
MongoDB
Azure Container Apps
Docker
Next.js
TypeScript
TailwindCSS
Recharts

Career Path Navigator - AI-Powered Career Guidance Platform

Built a personalized AI chatbot, interview prep module, and career counselor section using Next.js, Tailwind CSS, and Firebase. Developed a resume analyzer that identifies skill gaps, recommends tailored career roadmaps, and highlights improvement areas for users.

Next.js
TailwindCSS
Firebase
AI Chatbot

Fraud Detection ML Pipeline - Real-World Rare-Event Classification System

Built a production-oriented fraud detection system for highly imbalanced financial datasets using Random Forest, SMOTE experiments, and Isolation Forest anomaly detection. Implemented threshold tuning and PR-AUC based evaluation, then exposed real-time risk scoring through a FastAPI backend. Delivered an end-to-end deployable pipeline with interpretable predictions and a frontend interface for live transaction analysis.

Python
scikit-learn
imbalanced-learn
FastAPI
Uvicorn
NumPy
Pandas
Matplotlib
Seaborn
joblib
Next.js
React
Tailwind CSS
Axios

GDGoC RCCIIT Official Website

Developed a fully animated About page using Framer Motion, GSAP, and Lottie; implemented dynamic SEO with the Next.js Metadata API. Built a RAG chatbot with page-redirection capability powered by Gemini Flash for intelligent user query handling.

Next.js
Framer Motion
GSAP
Lottie
Metadata API
RAG
Gemini Flash
Hackathons

I like building things

Hackathons became a major part of my learning journey-pushing me to innovate, prototype rapidly, and solve real problems. Through these events, I gained hands-on experience, built winning projects, and collaborated with talented people from across the country.

2nd Runner Up - ICEBERG HACKS Pro Edition '25-26

2nd Runner Up - ICEBERG HACKS Pro Edition '25-26

RCCIIT

Secured 2nd Runner-Up among 200+ teams in a technical innovation challenge by IE(I) Student Chapter, RCCIIT, evaluated on originality, concept clarity, and feasibility.

Hackspire'25

Hackspire'25

FIEM, Kolkata

Winner (Axicov Track)

Best All-Girls Team & Top 5 of 273 Teams (700+ participants)

Best All-Girls Team & Top 5 of 273 Teams (700+ participants)

Hello World Hacks

Best All-Girls Team and Top 5 finish among 273 teams.

2nd Runner Up - Binary Hackathon

2nd Runner Up - Binary Hackathon

Kalyani Government Engineering College (KGEC)

Secured 2nd Runner-Up position.

2x Winner at ImeeT and Visicraft and Pitch.exe

2x Winner at ImeeT and Visicraft and Pitch.exe

Multiple Events

Won creative UI/web design at ImeeT and Visicraft, and business idea presentation at Pitch.exe.

8th ICCPDM 2025 Finalist

Heritage Institute of Technology

Presented an AI-based Missing Child Identification & Rescue System.

1st Place - Portfolio Contest

1st Place - Portfolio Contest

GDG on Campus RCCIIT

Won first place in portfolio design and development contest.

2nd Place - Debug Quest

2nd Place - Debug Quest

GDG on Campus RCCIIT

Secured second place in Debug Quest.

SIH 2024 Intra-College Qualifier

SIH 2024 Intra-College Qualifier

Internal Rounds

Frontend Developer; qualified among top 40 teams in internal rounds.

Certifications

Honors & Certifications

AIML Associate

AIML Associate

GDG on Campus RCCIIT & ACM Student Chapter RCCIIT

Leading AI/ML knowledge-sharing sessions; hosted an educational event on AI for peers and juniors.

Complete Generative AI Course With Langchain and Huggingface

Complete Generative AI Course With Langchain and Huggingface

Udemy

Postman API Fundamentals Student Expert

Postman API Fundamentals Student Expert

Canvas Credentials (Badgr)

Tech Team Member (Frontend Developer)

Tech Team Member (Frontend Developer)

ACM Student Chapter RCCIIT

Active contributor to technical projects and chapter-wide initiatives.

Contact

Get in Touch

Want to chat? Just send me an email here and I'll respond whenever I can.

GitHub
LinkedIn