Hi, I'm Prattyan 👋
I'm a Computer Science student (Academy of Technology) deeply immersed in Python, analytics, and applied AI. From building chatbots to AI-driven traffic systems, I blend creativity with engineering to ship real-world, impactful solutions.
About Me
Bridging innovation with impact
Computer Science student specializing in AI and data analytics. I build intelligent systems—from AI-driven traffic solutions to smart data pipelines—using Python and machine learning. As a Campus Ambassador and Microsoft Learn Student Ambassador, I combine technical expertise with community-driven impact.
Highlights
- 🚀 AI Developer specializing in computer vision and real-time data processing
- 💻 Full-stack Python developer with expertise in FastAPI, Flask, and Docker
- 📊 Data analyst proficient in Power BI, Tableau, and Python analytics libraries
Experience
Recent roles and contributions
Open Source Contributor
Social Winter of Code (SWOC)
- Open-source contributor delivering impactful features, bug fixes, and improvements across global developer communities.
Camera & Editing Team
IEI Students' Chapter (CSBS)
- Community leadership, content, outreach, and tech evangelism.
PR & Outreach Co-Lead
Sourcify IN
- Community leadership, content, outreach, and tech evangelism.
Student Ambassador
LetsUpgrade
- Represented an institution or brand on a campus
Campus Ambassador
GirlScript Summer of Code
- Outreach, and tech evangelism.
Python Developer
Elevate Labs
- Building production-grade Python services and internal tools.
- Collaborating cross-functionally to deliver analytics features end-to-end.
Python Developer
InnoByte Services
- Developed automation scripts and data processing pipelines.
Content Team
Microsoft Learn Student Ambassadors
- Community leadership, content, outreach, and tech evangelism.
Artificial Intelligence Developer
Pinnacle Labs
- Prototyped ML features and optimized inference workflows.
Data Analytics (Intern)
Deloitte
- Supported exploratory analysis and dashboarding tasks.
Student Ambassador
COMPOSIT,IIT Kharagpur
- Represented an institution or brand on a campus
Student Ambassador
LetsUpgrade
- Represented an institution or brand on a campus
Artificial Intelligence Trainee
Acmegrade
- Works to prepare, label, and refine the data used to train AI models, ensuring they learn accurately and ethically
Projects
Selected work and prototypes
AI Logistic Optimizer
AI-driven Logistics Optimization System designed to automate and optimize vessel scheduling, port selection, and port-to-plant dispatch planning in the steel supply chain.
View Code
RealTime Captioning System
Our solution provides real-time speech-to-text captioning across multiple Indian languages. It converts live speech into accurate, time-synced text captions using advanced AI models
View Code
Nabha Rural Healthcare Telemedicine Platform
A comprehensive telemedicine platform designed to address healthcare challenges in rural Punjab, specifically serving Nabha and its surrounding 173 villages.
View Code
Smart City Traffic Management System
A Smart Software that predicts and show the Traffic Conditions of the city and helps in managing the Traffic in a Systematic Control way with advance visualizations .
View Code
AI-Driven Traffic Management System
An AI-powered system that uses YOLOv8 and LSTM to monitor vehicle traffic, detect emergency vehicles, and intelligently control traffic lights in real time. Includes a live dashboard for visualization.
View Code
Student Database System
A modern, professional, and responsive web-based Student Management System built with Flask, SQLite, and Bootstrap. This system allows students to manage their profiles, view attendance and marks, and enables admins to manage student records, attendance, and export reports.
View Code
CLI Based Hospital Management System
A Python + MySQL based Hospital Management System that helps manage patients, doctors, nurses, and workers. It includes user authentication, patient admission/discharge, and admin tasks like adding, viewing, and deleting staff details.
View Code
Car Detection Model
This project contains three Python scripts that demonstrate car detection and license plate recognition using different approaches: TensorFlow, YOLO, and OpenCV with Tesseract OCR.
View CodeBlogs
Thoughts and technical articles
🚀 The 5 Stages of LLM Evolution
LLMs have evolved fast — from simple text prediction to full AI agents
Read Article🤖 AI Agents 101 — In a Nutshell
AI Agents use LLMs plus external tools to break complex queries into smaller steps, take actions, observe results, and iterate until they reach the final answer.
Read Article10 Data Structures We Use in Daily Life (More Often Than You Think)
Data structures aren’t just academic concepts — they silently power almost everything we do online. Here’s where you see them in action every day
Read ArticleMeta just solved the core limitation that has held RAG back for years.
Traditional RAG doesn’t scale to enterprise complexity — not because of the LLM, but because of the retrieval layer. Chunk-level embeddings, retrieval drift, and noisy context make RAG unreliable, costly, and difficult to govern at scale.
Read ArticleAgentic AI is changing how teams operate and I want to be the person who builds that future.
Why am I doing this? Because as someone working at the intersection of Business Analysis, Client Success, and AI Automation, I believe: To lead AI-driven products tomorrow, you must experiment with AI-driven workflows today.
Read Article🌟 Google Unveils Gemini 3 – A New Era of AI Performance
Google has introduced Gemini 3, its most advanced AI model yet — faster, smarter, and more capable across every dimension.
Read ArticleSkills
Core tools and strengths
Languages
Frameworks & Libraries
Tools & Platforms
Core Competencies
Education
Academy of Technology
B.Tech, Computer Science and Business System
Satish Chandra Memorial School
High School Diploma, Science
Contact
Let's work on something great together
Based in Kalyani, West Bengal, India
Available for opportunities worldwide