Overview

Hello! This is Irene Betsy D, a Data Science graduate with expertise in designing and optimizing data pipelines. Proficient in Python and SQL, coupled with strong analytical skills. Proven ability to collaborate with cross-functional teams to transform raw data into actionable insights..

Project Showcase

Cyber Bullying Detection

Cyber Bullying Detection

Collected tweets from twitter database using snscrape and comments from Instagram database using Apify which is fed as dataset and detected bullying related texts.

Keywords: NLP, BiLSTM, BERT, Apify

Tools used: Google Colab.

View on GitHub
ConstructSafe: AI Monitoring

ConstructSafe: AI Monitoring

Implement a real-time computer vision system to monitor construction sites for safety violations, such as workers without helmets or entering restricted zones.

Keywords: YOLO, Open CV

Tools used: VS Code

View on GitHub
Frame Sifter

Frame Sifter

Processes a video and an image as inputs, identifies segments of the video containing the specified image, and generates an output video consisting solely of the extracted frames.

Keywords: moviepy, SIFT

Tools used: VS Code

View on GitHub
Dungeon Quest

Dungeon Quest

Embark on a thrilling dungeon adventure across terminal, web, and GUI modes!

Collect coins, dodge traps, and outsmart enemies in this vibrant retro-style game...

Keywords: Game, Kivy, Gunicorn

Tools used: VS Code, Render

View on GitHub Play Game
Wine Quality Prediction

Wine Quality Prediction

Predicted the quality of a wine using the given data.

Keywords: Multiclass Classification

Tools used: VS Code, Jupyter Notebook

View on GitHub
Social Media Analysis

Social Media Analysis

Dashboard using Social Media Dataset.

Keywords: SocialMedia, Dashboard

Tools used: Tableau

View Dashboard
HRMS Employee Dashboard

HRMS Employee Dashboard

Dashboard for HRMS Dataset.

Keywords: HRMS, Dashboard

Tools used: PowerBI

View on GitHub View Dashboard Image
Vision2Text

Vision2Text

Converts video to audio into text using speech recognition.

Keywords: moviepy, Speech Recognition

Tools used: VS Code

View on GitHub
Vision2Text

FleetGuardAI - Driver Monitoring System

Captures live camera input and uses computer vision with facial landmarks to detect driver drowsiness, yawning, and no face conditions, with real-time dashboard updates.

Keywords: Computer Vision, OpenCV, Facial Landmarks, Flask, Socket.IO, Real-Time Monitoring

Tools used: VS Code

View on GitHub
OCR

Optical Character Recognition

Extracts essential details from PAN card, Aadhaar card, driving license, and cheque leaf using OCR.

Keywords: OpenCV, Pytesseract, Regex

Tools used: VS Code

View on GitHub
Tycoon Universe Game

Tycoon Universe

Build a global empire across three unique worlds — AI startup, space mining, and biotech lab!

Hire staff, beat rival companies, survive random events, and unlock new worlds in this isometric business tycoon game.

Keywords: Game, Pygame, Python, Tycoon, Strategy

Tools used: VS Code, Python, Pygame, PyInstaller, GitHub

View on GitHub Play Game

Certificates

Data Science

Data Science

Data Visualization

Data Visualization

Professional Development

Professional Development

To Inquire

Email: betsydnicholraja@gmail.com

GitHub: https://github.com/irenebetsy

LinkedIn: linkedin.com/in/irene-betsy-d

Instagram: instagram.com/irene-betsy-d/datronix.ai