Dhruvkant Shakyawar

Data Scientist @ Rebel Foods

About

I am currently employed as a Data Scientist at Rebel Foods. I have a strong passion for the field of AI and ML. My focus has been on utilizing various tools and technologies such as AWS, XGBoost, NLTK, and object-oriented programming to gain insights from data and make informed decisions and make ML models. Apart from that I like playing Volleyball, Cricket and Foosball.

Country

India

City

Mumbai

Industry

Computer Software

Skill

Large Language Models (LLM), Deep Learning, Neural Networks, XGBoost, Random Forest, Decision Trees, Regression Models, Linear Regression, Logistic Regression, Data Science, Machine Learning, Data Visualization, Amazon Web Services (AWS), Flask, NLTK, Exploratory Data Analysis, Data Analysis, Analytical Skills, Business Analysis, Python (Programming Language)

Experience

Data Scientist

Rebel Foods

2023-5 - Present · 3 yrs 5 mos

Bengaluru, Karnataka, India

Predicted Delivery Time Model: Build ML multi-models for promised delivery time(PDT) and Estimated Time of Arrival(ETA) for an order using XGB algorithms and tried different loss functions. Deployed and wrote the production code for PDT and ETA from scratch using Python, SQL, Flask, and OOPs. Andon: Created a rule-based model named ANDON using Python, SQL and OOPs. It checks the active number of orders and active number of drivers at a time at a store. If number of riders decreases and number of orders increases then it(ANDON) automatically deactivates the brand so that store will not get more orders for that brand and once the number of drivers increase or number of orders decreases, it automatically reactivates the brand. Optimization: I am actively improving and optimising the core libraries which are getting used by whole team for various purposes like data analysis. Optimized and written code for disaster recovery(DR) and peak day.