Jai Padmawar
Pune
Summary
I am a Data Scientist with 2 years of experience, specializing in statistical tools, problem-solving, data mining processes, and predictive modeling of large datasets. Skilled in the design, implementation, and use of cloud-based data warehousing systems for building Machine Learning Models and fetching relevant data. Experienced in developing technical documentation, and providing data insight and impact to drive strategic decision-making.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Analyst - Data Science
Merkle , a dentsu company
Bengaluru
06.2022 - Current
- Utilized lookalike models based on boosting and bagging(Random Forest and Gradient Boosting Machine) algorithms to create high-propensity audiences. Models trained on first-party sales data were able to identify IDs in the USA that have characteristics in common with previous clients.
- In comparison to a random addressable audience, generated audiences accounted for up to 5 times the conversions and were up to 16 times more likely to convert.
- Received Make It Real award from Dentsu for helping Energy Client map a path forward to informed product development, market entry and marketing focus at the intersection of data science, storytelling and analytical creativity
- Identified, comprehended, and targeted new consumers by doing in-depth exploratory data analysis (EDA) on first-party data to extract insights and customer profiles from first-party sales data combined with market-level consumer data.
- Initiated talks with stakeholders to better understand their needs and provide solutions/suggestions. and lessen risks.
- Collaborated on projects using Pyspark, Snowflake, DataBricks, and other additional tools.
- Employed Gen AI tools to analyze and interpret large volumes of data in Excel, facilitating accurate forecasting and improved business outcomes for clients.
Consultant (intern)
Merkle , a Dentsu Company
Bengaluru
01.2022 - 06.2022
- Estimate the cost of new product in Inventory - E-commerce Client.
- Developed a regression model to estimate the cost of new products in the inventory based on current product pricing.
- Used Machine learning Technology on Python, read the received data from the client and pre-processed it, conducted exploratory data analysis, and built a linear regression model.
- Default of Credit Card Clients - Credit Card Company
- Developed a Classification model to provide predictive analysis on default of credit card clients, through ML on Python; Performed Univariate and Bi-variate analysis and built logistics regression, random forest, and decision tree models.
- Model Selection was based on Recall Value and AUC Score
Education
B.Tech - Mechanical Engineering
Manipal Institute of Technology
Manipal08-2022
Skills
- Leadership
- Problem-Solving
- Communication
- Machine Learning
- Statistical Analysis
- Big Data Analysis
- SQL
- Pyspark
- Python
- Gen AI
Certification
- Advanced SQL training, UGAM a MERKLE company, iskillbox, Sep 2022
- Minor Specialization in Supply chain Management, Rutgers University, Coursera, Jun 2021
- FULL STACK MACHINE LEARNING, JIGSAW ACADEMY, Aug 2020
- Data Analysis and Visualization , Manipal Prolearn, Jan 2020
Leadership Experience
- Event Head, BizzMaestro- TechTatva, Manipal Institute of Technology, Headed and designed an online trading competition with over 400 participants, led a team of 20 and worked with multiple departments, Oct 2020
- Management Committee Member, IE Mechanical Students Chapter, Manipal Institute of Technology: Worked with a team of 12 members and successfully organized an Auto-Cad workshop for over 150 students, Aug 2019 – Jul 2020
- Organizer, Fuel RC – TechTatva, Manipal Institute of Technology, Worked with a team of 5 and led a team of 40 to Conduct Inter College RC racing Competition, built racing tracks, and oversaw logistics, Oct 2019
Timeline
Analyst - Data Science
Merkle , a dentsu company
06.2022 - Current
Consultant (intern)
Merkle , a Dentsu Company
01.2022 - 06.2022
B.Tech - Mechanical Engineering
Manipal Institute of Technology
- Advanced SQL training, UGAM a MERKLE company, iskillbox, Sep 2022
- Minor Specialization in Supply chain Management, Rutgers University, Coursera, Jun 2021
- FULL STACK MACHINE LEARNING, JIGSAW ACADEMY, Aug 2020
- Data Analysis and Visualization , Manipal Prolearn, Jan 2020
Similar Profiles
Somangshu Prasad BagchiSomangshu Prasad Bagchi
Director, Martech at Merkle(A Dentsu Company)Director, Martech at Merkle(A Dentsu Company)
Divya PoojaryDivya Poojary
Sr. Analyst (Qualtrics Implementation Consultant) at Merkle, A Dentsu CompanySr. Analyst (Qualtrics Implementation Consultant) at Merkle, A Dentsu Company
MOHAN RAJMOHAN RAJ
Market Research Analyst at Merkle (A Dentsu Company)Market Research Analyst at Merkle (A Dentsu Company)