Sonali Baskaran | Software Engineer at Multicoreware

Sonali Baskaran

Software Engineer at Multicoreware

Based in India

About

My software engineering journey ignited a passion for data. Now, equipped with a Merit Award-winning Business Analytics degree from IIM Trichy, I'm transforming from a code builder to a data enthusiast. I thrive on extracting meaning from information, weaving data-driven narratives, and collaborating with teams to unlock the potential of data for impactful business outcomes.

Skills

Projects

Covid-19 Global Vaccine Tracker

The COVID-19 Global Vaccine Tracker is a dynamic and interactive Tableau dashboard that comprehensively depicts the worldwide vaccination effort against the pandemic.

Binge-Worthy Insights: Uncover the Stories Behind Netflix's Global Catalog

Analyze Netflix's content portfolio to understand global content trends, audience preferences, and potential market opportunities. Discover insights that can inform content development, licensing decisions, and marketing strategies.

Market Basket Analysis on the Amazon Smart Phone and Accessories Dataset using R

Join us on a data-driven journey into the vibrant world of smartphones and accessories on Amazon! This project harnesses the power of R to unlock valuable insights from a comprehensive dataset, shedding light on consumer trends, product preferences, and key factors influencing buying decisions.

Real Time Facial Emotion Recognition using CNN

Intrigued by the hidden language of faces? This project tackles the fascinating challenge of Real-Time Facial Emotion Recognition (FER) using the power of Convolutional Neural Networks (CNNs).

Experience

June 2022 - Present

Software Engineer at Multicoreware

Applied expertise in machine learning and AI to enhance image and object detection algorithms in autonomous vehicle systems, contributing to safer and more efficient navigation. Led a team of neural network specialists in optimization efforts, achieving a 90% efficiency improvement in deep learning models, boosting computational power and resource utilization. Fostered a culture of communication and collaboration across data science, product, and development teams, ensuring successful project delivery and exceeding team goals.

October 2020 - June 2022

Data Analyst at Cognizant

Leveraged machine learning and statistical models to analyze customer purchase patterns, identifying key buying trends and predicting future market demand with 85% accuracy. Designed a strategic plan for email automation using Python, reducing manual effort by 50%. Automated email attachment classification based on file format, reducing processing time by 25%. Collaborated cross-functionally with business stakeholders to translate data insights into actionable recommendations, driving a 10% revenue increase in Q3 2023.

Education

April 2022 - Oct 2023

Indian Institute of Management Trichy

Merit Award Winner Capstone Projects: Smartphone and Accessories Dataset: ● Built a sales forecasting model with an 85% accuracy rate. ● Conducted market basket analysis, increasing cross-selling opportunities by 15%. Customer Classification and Prediction using Loan Dataset: ● Developed a model using multinomial and K-means cluster analysis to identify at-risk customers, contributing to risk management.

2016 - 2020

BE Computer Science Engineering at St. Joseph's College of Engineering

Project: Facial Emotion Recognition using CNN: ● Achieved a 95% accuracy rate and an average processing time of 0.1 seconds.