Shivang Dubey

Experience

industry consulting and academic research

ZS Associates

Sep 2023 - Present

Associate Consultant

Played a key role in an Operations and Enhancement project for a global biomedical company, optimizing data systems and processes.
Designed and enhanced ETL pipelines, performed SQL-based data analysis using PostgreSQL, and managed data ingestion through Amazon S3.
Automated backups and workflows using Python, boto, and Apache Airflow; developed VBA-driven Excel automation to streamline reporting.
Led backend development for a technology migration project using Python and Flask, integrating with an AngularJS frontend.

IIIT Delhi

Jul 2023 - Aug 2023

Research Assistant

Worked with Dr. Saket Anand on vision-based perception for autonomous driving, focusing on traffic signal and road pattern detection.
Experimented with and evaluated models using YOLOv5, PyTorch, and TensorFlow.
Supported data preparation, analysis, and performance assessment across different traffic and environmental conditions.

Polytechnique Montréal

May 2022 - Jul 2022

Summer Research Intern

Collaborated on a network intrusion detection system using deep reinforcement learning.
Worked on a Deep Q-Learning approach and compared it with SVMs, Random Forests, and CNNs using TensorFlow.
Conducted comparative analysis to evaluate model effectiveness and summarize key insights.

IIT Delhi

Jun 2021 - Aug 2021

Research Intern

Conducted market research to analyze factors driving product success and failure.
Developed a product case study applying STP framework and marketing mix to inform strategic decisions.

Coding Ninjas

2021 - 2023

Content Strategist

Led content strategy for the AI domain, overseeing a large portfolio across ML, NLP, and Computer Vision.
Coordinated with writers and technical reviewers to ensure accuracy and consistency with industry standards.

Projects

selected work — full source on github

Social Distancing Violation Detection, CV / Thesis

Uses YOLO and OpenCV to detect social distancing violations in CCTV footage by identifying people and measuring distances in real time. Supports monitoring and enforcement in public spaces.

code thesis

COVID-19 Detector, Deep Learning

Applies a Convolutional Neural Network to classify COVID-19 cases from lung X-ray images, improving performance through gradient descent optimization. Enables accurate and rapid diagnosis.

code

Online Grocery Store Scraper, Web Scraping

Scrapes product data from Bigbasket.com — categories, descriptions, quantities, brands, prices, and images — storing it in a reusable structured format for analysis and research.

code

Shivang Dubey

Interests

Beyond Code

Experience

industry consulting and academic research

Projects

selected work — full source on github

Skills

tools and methods i work with