Hello, I'm Rounak Raj

AI/ML Engineer

Passionate about solving real-world problems through AI-driven applications, machine learning models, and scalable data systems.

Rounak Raj

About Me

I am Rounak Raj, an aspiring AI/ML Engineer with a strong foundation in Machine Learning, Deep Learning, and AI-driven application development. I love solving real-world problems by integrating data-driven models with scalable systems using tools like FastAPI, Streamlit, LangChain, and cloud platforms.

With a Diploma in Artificial Intelligence & Machine Learning (CGPA 8.77), I have hands-on project experience in building AI chatbots, financial assistants, and ML-powered dashboards.

I am passionate about exploring Generative AI, ML deployment, and scalable data systems, while constantly improving my problem-solving and teamwork skills.

8.77

CGPA

9+

Projects

3

Internships

Skills & Technologies

Programming & Data

Python SQL Pandas NumPy Power BI

AI Automation

Agentic AI Multi-AI Agent Cutting Edge AI Application MCP Integration RAG System

Machine Learning & AI

scikit-learn TensorFlow NLP Deep Learning Generative AI

Frameworks & Tools

FastAPI Streamlit LangChain CrewAI Agno Langgraph n8n ADK(Agent Development kit) Cursor (GenAI) MLflow

Databases & Cloud

MySQL MongoDB Google Cloud Platform Docker Kubernetes Apache Kafka Redis websocket

Featured Projects

Financial Sight - AI Market Intelligence

Next-Gen Trading Intelligence platform harnessing the power of real-time multi-source data analysis, intelligent chatbots, and predictive stock insights in one unified dashboard. Includes Risk-Free Paper Trading, Deep Analytics, and a Portfolio Strategy Engine.

AI Agent Financial Analysis Real-time Data LLMs

AI Lead Intent Scoring Dashboard

Built an AI-powered Lead Scoring Dashboard with ML model + LLM-based reranker. Frontend hosted on GitHub Pages, backend deployed on Render. Trained a Gradient Boosting Classifier on structured + text data, with comment intent reranking.

Machine Learning LLM Gradient Boosting Flask Deployments LLM-Reranker

Sikhsha Sathi - Educational Management for Modern Institute

Developed a complete SaaS-based institute management platform. Includes student management, payment tracking, and analytics dashboard. Built with FastAPI, HTMl,CSS, and MongoDB for scalability and performance.

FastAPI Database MongoDB Dashboard Edtech Management Automation

AI Automation Code Writer (Lovable Clone)

An autonomous AI-powered development platform that plans, designs, codes, reviews, and previews full-stack web applications from natural language prompts. Inspired by Lovable.dev, it enforces premium UI standards including Tailwind CSS, dark mode, and glassmorphism by default.

Multi-Agent AI Python(os module) Langgraph Openai & Groq FastAPI Tailwind CSS LLMs Autonomous Systems

Cerina Protocol Foundry

An autonomous multi-agent clinical AI system for generating safe, empathetic Cognitive Behavioral Therapy (CBT) exercises. Built using LangGraph with PostgreSQL persistence and Model Context Protocol (MCP) integration, featuring human-in-the-loop approval and real-time agent streaming.

Multi-Agent AI LangGraph Python PostgreSQL MCP CBT AI

FamilyShield — AI-Powered Family Safety Platform

A layered AI-powered family safety platform that analyzes suspicious messages, images, and documents using vision, contextual reasoning, and response validation. Lets users paste a suspicious message or link, get an instant AI risk analysis in Hindi/Hinglish/English, share it with trusted family members in one tap, and record a family verdict before anyone clicks, pays, or shares an OTP. Includes real-time family chat, smart push notifications, and emergency guidance (1930 helpline, cybercrime reporting).

FastAPI Groq AI LangGraph MongoDB WebSocket AI Safety

Smart-Finance-AI

AI-powered financial analysis tool with real-time stock insights. Integrated OPENAI API, YFinance, DuckDuckGo Search Built-in tools via Agno Framework. Built using Streamlit with automated news summarization & AI-driven recommendations.

AI Streamlit Financial Analysis

MCP-USE

CLI-based AI assistant leveraging Model Context Protocol (MCP) for context-aware interactions. Integrates Groq LLM (Qwen 32B), headless web browsing (Playwright), DuckDuckGo search, and live crypto & Airbnb data access.

CLI MCP Playwright AI Assistant

Movie Recommendation App

Python-based application that recommends movies using cosine similarity on a curated dataset. Built with Streamlit, Pandas, and Scikit-learn, offering a user-friendly interface for personalized movie suggestions.

Recommendation System Streamlit Scikit-learn

View My All Work

Explore my complete portfolio of projects, contributions, and open-source work

Visit GitHub Profile

Work Experience

Apr–Jul 2026

Python Developer – Trainee

Walsis eConnect India Pvt. Ltd. | Patna, Bihar

  • Built backend features for Expensepedia, an expense-management product, including a document-processing pipeline that ingests PDF/image receipts and invoices for automated data extraction using PaddleOCR.
  • Designed the extraction pipeline to parse and validate key fields (vendor, amount, date, line items) from OCR output, applying validation rules to catch malformed, missing, or misread data before downstream processing.
  • Generated structured Excel expense reports from validated data using openpyxl, automating a workflow that previously required manual entry.
  • Collaborated with senior developers on code reviews, following production-grade Python development practices.
Oct 2024

Traffic Sign Data Annotation Intern

IIT Indore

Annotated Indian road traffic sign images to create a structured dataset. Ensured accuracy, consistency, and quality in data labeling. Worked under the guidance of an IIT Indore professor.

Sep–Oct 2024

Machine Learning with Python Intern

Vaishnav Technologies

Applied ML algorithms and data analysis techniques in real-world projects. Worked with Pandas, NumPy, and scikit-learn. Built practical ML models and pipelines during the internship.

Education

Diploma in AI & Machine Learning

Govt. Polytechnic Barh

2022–2025

CGPA: 8.77/10

Secondary Education (Class X)

St. John's Academy (CBSE)

2022

CGPA: 8.22/10

Get In Touch

Location

Hajipur,Bihar, India