Hi, I'm Rishabh Madhwal - Product Analyst specializing in Data Science & Machine Learning
I'm driven by transforming complex data into strategic assets, specializing in Product Analysis with a deep focus on Machine Learning. I thrive on optimizing products and building automated pipelines, especially within AI startups and tech product environments.
At a glance
Curated signals on strengths, focus areas, and how they can help.
Achieved a 35% improvement in identification accuracy for Google Knowledge Panel.
Designs and deploys automated data pipelines that boost user engagement and operational efficiency.
Can help others by building predictive models for revenue forecasting and business performance insights.
🚀 Career trajectory
Foundation in Mechanical Engineering
Developed analytical and problem-solving skills through a Mechanical Engineering degree.
✦ DIT University
✦ Analytical Skills
Transition to Data Analytics
Gained practical experience in data analysis and manipulation at Lyceum Infotech.
✦ Data Analyst
✦ Data Cleaning
Product Analyst Specialization
Focused on product performance and optimization, applying ML and Python at Highspring India and Numerator.
✦ Product Analyst
✦ Machine Learning
✦ Python
Advanced Data Science Expertise
Deepened knowledge in Data Science and ML through specialized training, enhancing analytical capabilities.
✦ Scaler
✦ Data Science
✦ Predictive Analytics
💪🏻 Superpowers
Data-Driven Product Optimization
Leveraging ML to enhance product performance and accuracy.
✦ Achieved 35% improvement in identification accuracy for Google Knowledge Panel.
✦ Reduced false positives by 20% through advanced data analysis and ML models.
✦ Designed automated data pipelines, increasing user engagement by 18%.
Strategic Business Intelligence
Translating data into actionable business insights and forecasts.
✦ Enhanced operational efficiency by 15% via data-driven process improvements.
✦ Improved data accessibility by 35% using dynamic Tableau dashboards.
✦ Delivered revenue forecasts with 10% greater accuracy using predictive analytics.
Cross-Functional Collaboration Driver
Fostering teamwork to elevate project outcomes and conversions.
✦ Contributed to a 25% increase in project success rates through collaboration.
✦ Enhanced marketing campaign conversion rates by 12% with data-backed strategies.
✦ Skilled in translating technical findings for diverse stakeholder understanding.
I'm excited about
✦ Exploring advanced applications of Generative AI and LLMs in product development.
✦ Connecting with innovators in AI and data science to foster collaborative projects.
✦ Discovering opportunities to apply data-driven strategies to novel business challenges.
I can help with
✦ Optimizing product identification accuracy and reducing false positives with data science expertise.
✦ Building predictive models for revenue forecasting and business performance insights.
✦ Creating dynamic, data-rich dashboards for enhanced business intelligence and decision-making.
I would love your help on
✦ Identifying cutting-edge research in Responsible AI and its practical implementations.
✦ Connecting with leaders in the AI ethics and scalable AI deployment space.
✦ Gaining insights into emerging trends in AI for product personalization and user experience.
