Experience

Esmito

• India
• Technology, Information and Internet
• 1 - 100 Employee

• Data Analyst

  • Mar 2023 - Present

  Hyderabad, Telangana, India Tags: Machine Learning, Statistical Modelling, Feature Engineering, Data Analysis, Battery Health Prediction, SOH, Cycles, Optimization, Research, Mathematical Modelling, Neural Networks - End to End working in Analytics with domain experts to provide the valuable results and enhance the battery performance. - Analyzed different factors that impacted battery health. Explored factors like charging cycles, temperature, cell Voltage, and usage patterns to identify the… Show more Tags: Machine Learning, Statistical Modelling, Feature Engineering, Data Analysis, Battery Health Prediction, SOH, Cycles, Optimization, Research, Mathematical Modelling, Neural Networks - End to End working in Analytics with domain experts to provide the valuable results and enhance the battery performance. - Analyzed different factors that impacted battery health. Explored factors like charging cycles, temperature, cell Voltage, and usage patterns to identify the factors that most contributed to battery degradation. - Presented findings and recommendations based on the analysis of battery health factors, enabling stakeholders to make informed decisions regarding battery maintenance,replacement and optimization. - Developed battery health prediction model using techniques like Coulomb Counting, Cyclic and Calendar degradation method, SOC, Charging and Discharging Cycles to predict and extend its lifespan. - Used statistical analysis to identify a correlation between battery temperature and battery performance. - Used machine learning to develop a predictive model that could forecast battery degradation. - Built a Desktop App and implemented extracted findings inside it for the operator to keep an eye on the damaged batteries, its performance and other parameters of the battery. - Implemented a tracking system inside the app to update the count of damanged and good performing batteries that has been removed/running from the field after recommendation. Show less



Tiger Analytics

• United States
• Business Consulting and Services
• 700 & Above Employee

• Data Science Analyst

  • Jun 2022 - Jan 2023

  Remote Tags: Machine Learning, Classification, Feature Engineering, Supervised Learning, Clustering, Uplift Modelling, Market Mix Modelling, Decision Tree, Recall, Precision, ROC-AUC • Conducted analysis to identify factors that influence consumer behavior, such as purchase history, demographics, and interests. • Developed and implemented uplift models to improve the effectiveness of personalized marketing campaigns. • Reduced marketing costs by 5% with targeting… Show more Tags: Machine Learning, Classification, Feature Engineering, Supervised Learning, Clustering, Uplift Modelling, Market Mix Modelling, Decision Tree, Recall, Precision, ROC-AUC • Conducted analysis to identify factors that influence consumer behavior, such as purchase history, demographics, and interests. • Developed and implemented uplift models to improve the effectiveness of personalized marketing campaigns. • Reduced marketing costs by 5% with targeting customers with the highest likelihood of conversion. Show less



KVCH

• India
• Education Administration Programs
• 1 - 100 Employee

• Android Developer

  • Jan 2020 - Feb 2020

  Noida, Uttar Pradesh