VDVipin Daiya is a Data Scientist with over 2 years of experience specializing in data preprocessing and building predictive models. He possesses deep knowledge in Machine Learning and Deep Learning models, coupled with experience in understanding business needs and applying AI solutions.
Experience
Associate Data Scientist
Collabridge Pvt Ltd
Automated Invoice Parser: Developed an end-to-end invoice automation system, involving R&D, labeling (Roboflow), training an Object Detection model (YOLO-V7), and devising a rule-based parsing approach using pandas and regex. Deployed the system on AWS using Fast API and docker. Product Recommendation Tool: Developed a DL-based tool using KNN algorithm, increasing conversion rates by 15%. AI Based Text Analytics: Developed and deployed a model for customer review classification and sentiment analysis, achieving 92% accuracy using a Naive Bayes model. Vehicle Detection and Tracking: Worked on detection algorithm using YOLO-V5 and supervised labeling of 8000+ images, achieving an mAP score of nearly 0.85.
Data Science Intern
Qdegrees
Worked on Web Scrapping using selenium and text classification using NLP, ML and DL, and deployed a website using stream-lit. Developed a model to calculate Area of an Object using Mask R-CNN and Python. Worked on Face recognition based attendance system using open-CV (Haar-Cascade). Handled a project for Domino’s, scraping data and performing analysis on offers and prices.
Education
Arya College of Engg and IT
B.Tech
ECE
AVM High School
XII
Science Maths
Licenses & Certifications
Machine Learning Certification
Graas Sol Pvt Ltd
Python Certification
Grras Sol Pvt Ltd
Deep Learning Certification
Grras Sol Pvt Ltd
SQL Certification
Grras Sol Pvt Ltd