Hi, my name is

Abhineet.

I am a Senior Full Stack Data Engineer.

Experienced Data Science and Analytics professional with over 14 years of experience in transforming data into actionable insights. Passionate about leveraging data to drive business growth and enhance decision-making processes. Skilled in designing intuitive dashboards, automating data pipelines, and ensuring data integrity across various platforms. I derive great satisfaction from transforming raw data into strategic gold.

About Me

With a rich journey spanning finance, manufacturing, and quick-service restaurants (QSR), I have cultivated expertise in predictive modeling, advanced analytics, and data-driven strategies that elevate business performance. My passion lies in tackling complex data challenges and crafting innovative solutions that drive growth. From designing intuitive dashboards to automating data pipelines and ensuring data integrity across platforms, I am committed to transforming data into actionable insights that empower decision-making and fuel success. Here are a few technologies I've been working with recently:
  • Database QL : PL/SQL/SSIS/SSAS
  • Database: SQL Server, Oracle, MySQL, PostgreSQL, Snowflake, Databricks
  • Visualization: Power BI, Cognos, Qlik, ThoughSpot, Looker
  • Talend, Informatica, DataStage
  • Azure Data Factory, Synapse
  • Docker, Jenkins, Git, GitHub Actions
  • Python : Pandas, NumPy, Scikit-learn, Statsmodels
  • R : Tidyverse, Shiny, R Markdown
  • Flask, Streamlit, Dash, React
  • CSS, JavaScript, Node.js
  • HTML, HTML5
  • Machine Learning

Experience

Senior Data Analytics Engineer - Full Stack - Dominos
June 2021 - Present
  • Built data anonymization framework using Spark notebooks within Databricks; automating identification and masking of tables and fields that needs anonymization within data lakehouse ecosystem.
  • Engineered predictive analytics models at Domino’s, boosting loyalty program forecast accuracy by 20%.
  • Activated cross-functional teams, driving 12% customer growth, 7% order/sales boost.
  • Spearheaded strategic reporting alignment, ensuring optimal business outcomes.
  • Achieved 50% data-ingestion runtime cut, accelerating insights.
  • Increased dashboard user base by 48%, facilitating seamless data communication.
  • Partnered with Senior Directors to establish key performance indicators for Marketing and Consumer Analytics Dashboards.
  • Engineered a Customer Retention Analytics Tracking Tool, enhancing retention strategies.
  • Streamlined data pipelines for robust integrity across platforms.
  • Mentored the team for continuous learning and high performance.
  • Contributed to Azure Cloud Migration roadmap planning for operational efficiency.
  • Demonstrated commitment to growth with Microsoft Certifications in Azure Data, AI, and Power BI.
  • Built an A/B Testing Dashboard that automated data preparation for analyzing marketing campaigns and customer take rates.
Software Developer - Ally Financial
October 2013 - May 2021
  • Spearheaded the optimization of retail loan origination and application tracking systems, leveraging advanced analytics to achieve a 30% reduction in operational overhead.
  • Designed and implemented comprehensive reporting solutions using Power BI and Cognos, enabling Account Executives to monitor loan applications and customer portfolios effectively.
  • Automated financial data models and dashboards, significantly improving processing times and decision-making efficiency.
  • Conducted in-depth analysis of transactional data for actionable insights in customer portfolio management and risk assessment.
  • Led enterprise-level analytics technology upgrades, ensuring seamless migration and integration of platforms, including Oracle PL/SQL and Datastage.
  • Collaborated with cross-functional teams to deliver data-driven solutions, enhancing business intelligence and operational performance.
Senior Solutions Architect - TTI Of USA
August 2012 - Septermber 2013
  • Led the initiative to establish and enforce coding and development standards across the Cognos reporting platform, ensuring consistency and quality in report development.
  • Designed and implemented innovative solutions, including an automatic report generation trigger system based on data mart completions, significantly improving reporting efficiency.
  • Developed a Java-based XML parser tool named “Abio,” which streamlined data lineage tracking and reduced data documentation maintenance efforts by 40%.
  • Enhanced data governance practices by creating robust lineage tracking mechanisms, ensuring data consistency and compliance across reporting systems.
  • Prepared and delivered actionable business reports for the Sales and Account Executive Leadership team, driving informed decision-making.
Data Analytics Consultant - Reliable Software Resources
March 2011 - July 2012
  • Designed and developed Dimensional Models and Cubes using Cognos Reporting suites to streamline data analysis and reporting processes.
  • Engineered complex ETL pipelines with Informatica, reducing deployment timelines through automation and scripting efficiencies.
  • Partnered with data architects and stakeholders to deliver actionable insights for six-sigma model-based supply chain reporting.
  • Improved incident support ticket Service Level Agreements (SLAs) for reporting platforms, enhancing operational efficiency and response times.

Education

2009 - 2010
Master of Science Computer Science
University Of Illinois at Springfield
During my tenure at the University of Illinois at Urbana-Champaign, I acquired essential skills that have been instrumental in my professional journey, including effective teamwork and adherence to stringent deadlines. I thoroughly enjoyed my university experience, gaining valuable insights into maintaining a healthy work-life balance. Additionally, I actively participated as a committee member at the Student Organization, assuming various leadership roles such as President and Vice-President.

Achievements

Hackathon Winner
Developed a robust power platform requirement intake process for project management. Designed Docker container streamlit app for a data profiling tool.
Datafest Winner
Solved a business problem for a Insurance use case using advanced analytics.
Learning Day Speaker
Presented a session on "Data Analytics Using Power BI" at the Learning Day event.

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