Atul Mogha
Bothell
Summary
Principal Data Engineer at Atlassian combining expertise in scalable system design and data infrastructure. Drives impactful business outcomes by modernizing legacy pipelines—including spearheading a critical migration to dbt models—and architecting AI-driven data solutions that drastically improve operational efficiency and reporting capabilities.
Overview
1
1
Certification
21
21
years of professional experience
Work History
Principal Data Engineer
Atlassian
Bellevue
05.2025 - Current
- Led migration of legacy data pipelines to dbt models on databricks, collaborating with platform team and utilizing Airflow for orchestration
- Re-imagined L1 metrics computation data pipelines and reporting, aligning leadership to address changing business needs of Atlassian
- Developed AI agent (Rovo Dev) skill to maintain code repository hygiene across prod and dev environments by automatically detecting, rebasing, and resolving conflicts on trunc branch
Staff Data Engineer
Meta Platform Inc
Seattle
04.2019 - 05.2025
- Designed and implemented Data and logging platform (Data models, technical design specifications and logging standards) for AR Devices to collect AR devices data to support Analytical as well as diagnostic use cases
- Designed and built logging infrastructure with Applied Privacy Tech (APT) team, ensuring de-identification of Reality Labs data
- Designing and Building Language level prompt and response redaction process using Redaction methodologies developed at Meta to remove sensitive information from chat data for AIs.
- Building the Data Flywheel to power AI Studio ML models for Instagram, Facebook Messenger and WhatsApp to complete the feedback loop in the learning cycle
- Developed Data Foundation and Metrics to analyze conversation quality across platforms for AI Studio users
- Built infrastructure such as Improving Data Understanding through Rich Types propagation across Meta Warehouse, building codemod configs to migrate logging assets in bulk and automation scripts to bulk remediate data assets and make Meta Compliant with USO half life regulation
- Designed and Built data mart to support development of home-grown Operating System for Meta AR/VR Devices - XROS
Data Engineer II
Amazon
Seattle
03.2017 - 04.2019
- Orchestrated Perfect Launch Regression Model to predict seller attributes, enhancing seller profitability on Amazon platform
- Designed data pipelines (SQL workflow) to create funnel view of Amazon products from inception to availability as buyable products
- Designing and implementing Program Hub framework for assisting Vendors and Sellers on Amazon marketplace to increase sales and customer conversion
- Developed operational excellence processes to automate on-call activities, promoting hands-off-the-wheel approach
Sr. Data Scientist
AIG
NY
10.2014 - 03.2017
- Advised loss reserving team on policy mix changes and their impact on financial forecasting
- Collaborated with Fraud Team to detect Medical Provider Fraud using associative rule mining and text mining techniques
- Developing Machine Learning models to predict payment and duration for Casualty Claims (Worker's Comp, Auto Liability and General Liability) in commercial insurance
- Integrated text mining on adjustor notes for Auto Liability claims to create topics and features to be used in machine learning models
- Developed and implemented scoring model for pricing locations in commercial property insurance quotes, potentially influencing over $500M in revenue
- Engineered a simulation tool for Head of property business at AIG to demonstrate the pricing mechanism of commercial property insurance using location level scoring
- Partnered with underwriting team on creating hazard map for calculating Rating Factors for non-modelled Catastrophic losses in commercial Property Insurance
Lead Consultant
Symphony Services Corp (India) Pvt. Ltd.
Bangalore
02.2011 - 07.2013
- Orchestrated a segmentation model to perform retail store profiling and designed a tool to run campaigns and measure the results. The tool yields more than $1M in added revenues for the company
- Built R&D team delivering high-impact digital marketing campaigns for retailers worldwide
- Advised Retail businesses on using new tools developed by my R&D team for campaign management and offer optimization
- Headed a team of 5 analysts in various Research and Development initiatives to engineer new processes for optimizing store discount coupons allocation
- Streamlined vendor management and revamped reporting for vendor-based campaigns
Assistant Manager/Sr. Analyst
Citigroup GDM - AAS
Bangalore
01.2010 - 01.2011
- Developed credit card models predicting attrition rate and credit line increases for valued customers, driving targeted retention strategies.
- Led team of 3 data analysts to enhance model validation process for global credit card models used by Citi.
- Designed end-to-end process predicting US consumer spending behavior across geographic and demographic segments using Citi credit card transaction data, enabling data-driven insights for BUNDLE.COM.
Senior Software Engineer
Tech Observer
Hackensack
06.2008 - 12.2009
- Developed scalable software solutions using Java and Python programming languages.
- Mentored junior developers on best practices and coding standards for software development.
- Collaborated with cross-functional teams to define project requirements and specifications.
- Facilitated communication between modeling team and statisticians to ensure alignment on project goals and data interpretation
- Conducted statistical analyses of clinical trial data in collaboration with biostatistician to derive actionable insights
Software Engineer/Analyst
CSC India Pvt. Ltd.
Noida
10.2005 - 01.2008
- Conducted statistical analysis on claim adjudication system to enhance accuracy in healthcare insurance processing.
- Developed use cases for hypothesis testing and provided recommendations on healthcare claims forecasting methodology.
- Built claims data mart to facilitate model building for improved analytics.
Education
Master of Business Administration -
University of Illinois - Urbana Champaign
Urbana Champaign, USA10-2020
Master of Computer Applications -
Harcourt Butler Technological Institute
Kanpur05-2005
Bachelor of Science -
Chaudhary Charan Singh (Meerut) University
Meerut05-2002
Skills
- Machine Learning
- Predictive modeling
- Segmentation
- Dbt
- Airflow
- Spark
- Python
- SQL
- Analytical Skills
Certification
- Certified Advance SAS Programmer for SAS 9
- Certified Base SAS Programmer for SAS 9
Timeline
Principal Data Engineer
Atlassian
05.2025 - Current
Staff Data Engineer
Meta Platform Inc
04.2019 - 05.2025
Data Engineer II
Amazon
03.2017 - 04.2019
Sr. Data Scientist
AIG
10.2014 - 03.2017
Lead Consultant
Symphony Services Corp (India) Pvt. Ltd.
02.2011 - 07.2013
Assistant Manager/Sr. Analyst
Citigroup GDM - AAS
01.2010 - 01.2011
Senior Software Engineer
Tech Observer
06.2008 - 12.2009
Software Engineer/Analyst
CSC India Pvt. Ltd.
10.2005 - 01.2008
Master of Business Administration -
University of Illinois - Urbana Champaign
Master of Computer Applications -
Harcourt Butler Technological Institute
Bachelor of Science -
Chaudhary Charan Singh (Meerut) University