Summary
Overview
Work History
Education
Skills
Timeline
Generic
Satish AV

Satish AV

Data Science Leader
Bengaluru

Summary

  • Innovative Senior Manager in Data Science and Analytics with a proven track record of driving business value through the strategic use of data-driven insights.
  • Transitioned from being a hands-on data scientist to somebody who specializes in defining the vision, creating the charter for data science functions and building high performance teams to deliver on the charter.
  • Expertise in leading cross-functional teams to develop and implement advanced analytics solutions that optimize operations, enhance decision-making, and drive revenue growth.
  • Skilled in leveraging machine learning, predictive modeling, and data visualization techniques to uncover actionable insights.
  • Adept at translating complex data into clear and compelling business narratives.
  • Encouraging manager and analytical problem-solver with excellent customer relations aptitude and relationship-building skills.
  • Dedicated to applying training, monitoring and morale-building abilities to enhance employee engagement and boost performance.
  • Multi-tasking Manager well-known for creating positive workplace culture and high-performing teams.
  • Seeking to leverage leadership and technical expertise to drive innovation and achieve organizational goals in a dynamic environment.

Overview

11
11
years of professional experience

Work History

Senior Manager -Data Analytics

Lowe's India Services PVT LTD
09.2021 - Current
  • Successfully led and managed team of 16 professionals with 95% employee engagement score.
  • Leveraged advanced analytical capabilities like BERT and Gen AI to provide actionable insights and solutions from customer feedback, resulting in 31% increase in customer spend ($7M) and 15% improvement in customer satisfaction scores in ecommerce business area.
  • Collaborated with cross-functional business teams in final mile delivery space to identify anomalies using anomaly detection and provided dynamic lead times, leading to 20% increase in operational efficiency.
  • We successfully applied Apriori algorithm for market basket analysis in merchandising analytics, delivering solution that identifies stocking opportunities based on customer purchase patterns. This approach resulted in 15% increase in cross-selling opportunities and 10% improvement in inventory management efficiency.
  • Implemented ARIMA for time series forecasting in supply chain, acheiving demand forecasting accuracy of 90%.
  • Spearheaded implementation of predictive fleet maintenance, leveraging machine learning algorithms to reduce maintenance costs by $8M and increase fleet reliability.
  • Spearheaded implementation of foundational data analysis techniques, resulting in reduction in data processing time.
  • Provided visionary leadership in analytics, defining and executing roadmap that delivered $20M in cost savings and revenue growth opportunities.
  • Transformed complex data into compelling visualizations, enhancing stakeholder understanding and driving data-driven decision-making.
  • Implemented trailer forecasting models using time series analysis techniques, optimizing inventory management and ensuring timely delivery of goods.
  • Designed and implemented 50+ dashboards with world-class BI standards, leading to improvement in data accessibility and data-driven decision-making.
  • Converted insights into visualizations to effectively tell the story to customers and help them make informed decisions.
  • Developed over 50 dashboards with world-class BI standards, measuring bounce rates, tracking leads, alerts, traffic, channel analysis, campaigns, and linking Google ads.
  • Led customer analytics projects to analyze customer behavior and preferences, leading to personalized marketing strategies and a 15% increase in customer retention rates.
  • Led the team to implement Generative AI for labeling data, automating the process of data annotation and improving the efficiency of machine learning models.
  • Demonstrated expertise in Azure data factory,Data Bricks, security, Spark SQL, incremental load, and CI/CD deployment, Model Deployment using Flask.

Lead Analyst

Lowe's India Services PVT LTD
11.2020 - 09.2021
  • Developed and spearheaded the creation of 40+ Power BI dashboards using efficient data modeling techniques, prioritizing speed and accuracy to empower customers to make data-driven decisions.
  • Led the development of complex SQL scripts to extract meaningful insights tailored to specific requirements.
  • Engineered complex ETL pipelines to support scalable data transformations, enabling the creation of a high-performance data mart.
  • Conduct weekly reviews, establish dynamic business goals, brainstorm analytical solutions, implement strategies, and track results to drive continuous improvement.
  • Recognized with CEO individual awards twice and excellence rewards for consecutive years, both as an individual contributor and for team achievements.
  • Directed NLP projects to categorize customer text feedback and built recommendation trees, resulting in a 10% increase in promote
  • Led numerous exploratory data analysis projects using Python to solve complex business problems, facilitating data-driven decision-making.

Senior Software Engineer

Lowe's India Services PVT LTD
09.2016 - 11.2020
  • Responsible for setting up data pipelines to extract customer data and load it into the data warehouse environment.
  • Involved in table modeling discussions with data modelers.
  • Created reporting datasets and sent them to third-party agencies to support Lowe's marketing and promotions efforts.
  • Led a scrum team and addressed all team issues.
  • Served as the point of contact for business to translate requirements into designs using subject matter expertise.
  • Developed many SQL scripts, fine-tuned SQL, and incorporated best SQL development techniques for the team.
  • Handled error scenarios in data processing and ensured they were reprocessed through constant follow-up.
  • Worked closely with analytics partners to provide all required data to the Customer Data Warehouse and created different views as requested.

Application Developer-BI Reporting

IBM India Pvt. Ltd
03.2013 - 09.2016
  • Developed reporting jobs in ETL (Alteryx/Knime/Python) to extract data from various databases (DB2/Teradata/Hive), apply business logic through transformations, and load the data into data warehouse tables.
  • Collaborated with data modelers, architects, and DBAs to implement tables in test and production environments.
  • Took end-to-end responsibility for collecting requirements, developing, testing, and deploying code into production through the change management process.
  • Automated report generation processes.
  • Migrated mainframe components to ETL.

Education

PGDM - Data Science And Business Analytics

UT Austin
04.2001 -

Masters in Technology(MTech) - Technology (Computer Software Engineering)

Birla Institute of Technology And Sciences, Pilani

Bachelor’s in Technology(BTech) - ECE

SCSVMV University

Skills

Data Manupulation Tools : Python ( SciKit-Learn, SciPy, Matplotlib, Pandas, numpySQL, Pyspark etc ), SQL, ETL Tools ( Alteryx, Knime, Talend )

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Timeline

Senior Manager -Data Analytics

Lowe's India Services PVT LTD
09.2021 - Current

Lead Analyst

Lowe's India Services PVT LTD
11.2020 - 09.2021

Senior Software Engineer

Lowe's India Services PVT LTD
09.2016 - 11.2020

Application Developer-BI Reporting

IBM India Pvt. Ltd
03.2013 - 09.2016

PGDM - Data Science And Business Analytics

UT Austin
04.2001 -

Masters in Technology(MTech) - Technology (Computer Software Engineering)

Birla Institute of Technology And Sciences, Pilani

Bachelor’s in Technology(BTech) - ECE

SCSVMV University

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