Open to opportunities

Sonal Singh

@sonalsingh1

Message

Results-oriented professional with over 1.5 years of experience in data science and analytics in fin

India

Message

What I'm looking for

Eager to leverage a strong analytical and project management background to drive impactful product outcomes in an Associate Product Management role.

As a driven and analytical professional, I leverage my expertise in data science and analytics to drive impactful product outcomes. With a strong background in leading cross-functional teams and translating complex data insights into actionable product strategies, I am eager to take on new challenges in an Associate Product Management role.

Throughout my experience, I have developed a unique blend of analytical and project management skills, with a proven ability to design and implement data-driven solutions that improve efficiency and customer satisfaction. My expertise in tools such as JIRA, Confluence, and Figma enables me to effectively collaborate with stakeholders and drive product roadmapping.

I am passionate about staying up-to-date with the latest trends and technologies in data science and machine learning, as evident from my certifications in Amazon ML Summer School, IIIT Bangalore Diploma in Data Science & Machine Learning, and Udacity Deep learning Nanodegree.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

PayU

Jul 2022 - Present (2 years 10 months)

Designed and developed various data-driven models and solutions, including lead scoring, data scorecard, churn model, and ML-based fraud detection model, resulting in improved resource allocation, customer satisfaction, and reduced churn.

Python SQL AWS APIs Statistics Google Analytics Firebase Appsflyer Confluence Trello Figma Balsamiq Git Docker MySQL

Machine Learning Engineer Intern

Mechademy Engineering Solutions

Aug 2022 - Jan 2023 (5 months)

Developed predictive maintenance model for industrial equipment, anomaly detection system for IoT sensor data, and chatbot for pipeline failure alerts, achieving high accuracy and improving fault tolerance and reliability.

XGBoost IoT

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Delhi

Master of Technology, Energy Science & Technology Management

2021 - 2023

Grade: 8.25

Completed M.Tech in Energy Science & Technology Management with a focus on utilizing machine learning algorithms for predictive analysis in electric vehicles. Achieved a GPA of 8.25 and conducted a thesis on fault prediction in batteries.