Ujjwal Singh Rao

Ujjwal Singh Rao

@brightertiger

Data Scientist & Machine Learning Engineer passionate about AI, deep learning, and open source contributions

GitHub

11
Repositories
463
Stars
11
Followers
78
Following

pygarble

Python Package to detect garbled, gibberish text for English language processing

Python Text Processing

google-adk-demo

LLM Agents Demo using Google ADK for building intelligent applications

Python LLM Agents 9 stars

lane-detection

Lane Detection using U-Net architecture for computer vision applications

Jupyter Notebook Computer Vision 18 stars

entity-extraction

Named Entity Recognition (NER) using BERT for natural language processing

HTML NLP BERT

agentic-college-counselling

College Counseling Agent built with AI and machine learning

Python AI Agents

Kaggle

🏆
Competitions Master
3 Gold, 12 Silver, and 4 Bronze medals across various machine learning competitions

Jigsaw Multilingual Toxic Comment Classification

Ranked 3rd out of 1,621 participants in multilingual toxic comment classification challenge

🥇 Gold Medal NLP Rank #3

SIIM-ISIC Melanoma Detection

Ranked 6th out of 3,308 participants in medical image analysis for melanoma detection

🥇 Gold Medal Computer Vision Rank #6

TalkingData AdTracking Fraud Detection

Ranked 16th out of 3,943 participants in mobile ad fraud detection challenge

🥇 Gold Medal Fraud Detection Rank #16

Medium

95
Followers
4
Articles

Multi-Agent LLM System using Google-ADK

A comprehensive walkthrough of building a powerful multi-agent system with Google's Agent-Development-Kit (ADK) and Model-Context-Platform (MCP) for website crawling, address extraction, and geocoding applications.

April 12 LLM Agents 15 responses

Enhancing Named-Entity Recognition Using Fine-Tuned RoBERTa

Exploring how fine-tuning a pre-trained RoBERTa language model can significantly enhance NER performance on custom datasets, with practical implementation details and comprehensive results analysis.

March 19 NLP 14 responses

Lane Detection in Computer Vision: A Deep Learning Project with U-Net

Implementing advanced lane detection using U-Net architecture, covering data preprocessing, model training, and evaluation techniques for autonomous driving applications.

March 18 Computer Vision 13 responses

Explore Thy City

City Explorer: Discover Your City's Hidden Gems - A project focused on urban exploration and location-based recommendations.

May 3 Web Development