PRAMOD MANGALA GOND
@pramodmangalagond
Junior Data Scientist at Cron Labs
Bangalore, Karnataka
Data scientist with 1 year of experience executing data-driven solutions to increase the efficiency, accuracy, and utility of internal data processing. Experienced at creating data regression models, using predictive data modelling, and analysing data mining algorithms to deliver insights and implement action-oriented solutions to complex business problems.
Experience
Junior Data Scientist
Cron Labs
Implemented a stock norm prediction system for Britannia using XGBoost and clustering for anomaly detection, achieving an adjusted R2 score over 85% and a 30-40% reduction in revenue gap. Conducted GTM analysis and developed a Gain-Loss framework to evaluate product performance and revenue impact using OLS and Bayesian models.
Data Scientist
Soothsayer Analytics
Performed white blood cell classification using CNN models like VGG19 and MobileNet, deploying the solution via Streamlit and Azure App Service. Implemented a next-word prediction system utilizing RNNs with LSTM and bidirectional architectures.
Education
BMS College of Engineering, Bengaluru
Bachelor of Engineering
INSOFE and Case Western Reserve University
PGP
Computational Data Science
Licenses & Certifications
Post Graduate Certificate in Computational Data Science
upGrad INSOFE and Case Western Reserve University
Machine Learning Specialization
Stanford
Bayesian Statistics
Coursera
Deep Learning Specialization
Coursera
Convolutional Neural Networks
Coursera
Natural Language Processing Specialization
Coursera