Hello, I'm

Siddharth Choudhury

Data Science Enthusiast and AI Innovator with a passion for developing intelligent solutions to complex problems.

Siddharth Choudhury

About Me

I am a passionate Data Science and AI enthusiast currently pursuing my Masters in Data Science and Decisions at the University of New South Wales. With experience as a CTO and Co-founder of an AI startup, I have developed a strong foundation in machine learning, deep learning, and data analysis.

My professional journey has taken me through various roles, from Data Science Intern at ADNOC to Student Ambassador at Streamlit. I am dedicated to creating innovative solutions that leverage the power of AI to solve real-world problems.

When I'm not coding or analyzing data, you can find me playing table tennis, practicing karate, or exploring new technologies.

Education

University of New South Wales

Masters of Data Science and Decisions

(Specializations in Quantitative Data Science)

September 2024 - Present

Birla Institute of Technology and Science Pilani

B.Eng Computer Science

September 2020 - June 2024

Bright Riders School, Abu Dhabi

Class 12th, Class 10th

June 2020

Technical Skills

Python 95%
Machine Learning 90%
Data Analysis 92%
Deep Learning 85%
AWS Services 88%

Work Experience

Glympsify

CTO and Co-founder

October 2022 - June 2024

Led the development of world's first service converting summarized texts into interactive videos. Managed a team from conception to prototype launch as part of this AI startup venture.

Sentient Labs FZ LLC

Data Science Intern

August 2023 – January 2024

Applied machine learning techniques on AWS SageMaker, analyzed extensive datasets, developed a web application using Next.js and AWS, and created application mock-ups with Streamlit and Figma.

Streamlit

Student Ambassador

July 2023 – July 2024

Developed and showcased data visualization projects using Streamlit. Actively engaged with students offering guidance on integrating Streamlit into their Data Science and Machine Learning projects.

ADNOC

Data Science Intern

June 2022 - August 2022

Worked on predicting equipment failures in advance, contributing to cost savings and operational efficiency. Gained experience in industrial data management, including real-time sensor data handling.

Technical Skills

Python

Machine Learning

Data Analysis

C/C++

Java

HTML

JavaScript

MySQL

MongoDB

AWS Services

Deep Learning

NLP

OpenCV

Flask

Power BI

Tableau

Projects & Publications

Interview Chatbot

AI Powered interview chatbot using ChatGPT, Pinecone, LangChain, and Streamlit technologies to streamline the interview process for recruiters.

ChatGPT Pinecone LangChain Streamlit

Abnormal Human Activity Detection

Deep Learning model utilizing LRCN for real-time detection of abnormal behavior in videos, achieving 92% accuracy on diverse datasets.

Deep Learning LRCN CNN RNN

Intrusion Detection System

Web application for intrusion detection using UNSW-NB15, BOT-IOT and TON-IOT datasets, achieving 99% accuracy, 10% higher than previous models.

Network Security Machine Learning Web App

Code Analysis Tool

AI-powered tool capable of fixing errors, optimizing code, and converting codes from one language to another, supporting over 170 programming languages.

AI Code Analysis Language Conversion

Business Forecasting Web Application

Random Forest model to predict future business outcomes, achieving a 15% increase in accuracy compared to contemporary benchmarks.

Random Forest Web App Business Analytics

Publications

Unifying Datasets and Machine Learning for Network Intrusion Detection: A Novel Approach with Web-Based Visualization

Siddharth, C., Sapna, S., Pranav, P., Raja, M. (2024)
Elsevier Journal of Computers & Security
Under Review

Stock Price Movement Based on News Headline using Machine Learning Algorithms

Siddharth, C., Siddhaling, U., (2024)
International Information and Engineering Technology Association Journal of Revue d'Intelligence Artificielle
Under Review

Honors & Awards

3rd Place - ChatGPT OpenAI Contest

Organized by ExPonential Research Technologies (xPERT) and BITS for the development of an AI-powered chatbot revolutionizing the job interview process.

6th Position - OpenAI Stack Hack

Among 7000+ participants for the development of an AI-powered code analysis tool for detecting errors, optimizing code, and converting between languages.

4th Position - Postman API Hackathon

For developing a Job Recommender Platform using Machine Learning techniques to provide highly personalized job recommendations.

Shortlisted - NASA Hackathon

For developing an innovative App that addresses challenges faced by renewable energy investors interested in setting up renewable energy generators.

1st Position - NASA Space Apps Hackathon (UAE)

For the development of a web-based game using HTML, CSS, and JavaScript with an AI quiz generator and an AI chatbot for universe-related queries.

Indo-German High-Tech Start-Up Camp 2023

Selected for this prestigious scholarship across all BITS campuses, sponsored by DAAD, providing valuable exposure and connections for my startup.

Extracurricular Activities

Table Tennis

Club Captain at BITS Pilani Dubai

2nd place in Intra-University Tournament

Tournament Organizer for Inter-College Sports Festival

Karate

Grade Ni Dan (Black Belt-2) in International Shorin Ryu Seibukan Karate-do

Basketball

3rd place as a team member in Inter-College Tournament

Music

Merit certificate from Trinity College London for Level 1 award in Music Performance (Electrical Keyboard)

Dodgeball

Silver medalist in Inter-College Dodgeball Tournament

Certifications

IIT-Madras Entrepreneur Lead

27th Cohort

Boston Consulting Group

Data Science and Analytics

PwC Switzerland

Power BI

JPMorgan Chase & Co.

Software Engineering

HP

Effective Leadership

Machine Learning Specialization

by Andrew Ng

Deep Learning Masterclass

Advanced techniques and applications

Python for Everybody

University of Michigan

Ethical Hacking from Scratch

Network security fundamentals

Contact Me

Get In Touch

siddharthchoudhury10@gmail.com
Sydney, Australia