
Pratik Bagul
Developer

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About me
Data and AI/ML Transformation Leader | Member of Technical Staff | Solution Architect | Big Data | Data Science | Supply Chain Expertise | Ecommerce | Near Real Time Systems
Education

Muktangan english school
-
Vishwakarma Institue Of Technology
2010 - 2013Master of Computer Applications (M.C.A.)
Maharashtra Institute of Technology
-.webp)
Indian Institute of Science (IISc)
-Computational data science Computer ScienceAdvanced pg level programme in computation data science. Worked on machine learning , deep learning and data engineering principals for highly scalable production deployment
Experience

Kohler Energy - Engines
Aug 2011 - Jan 2013DeveloperDesigned Project and Employee Tracking System

Texas Instruments
Jan 2013 - nowLeading AI/ML and Big Data transformations at TI. Responsible for establishing secure, connected and high compute cloud and on prem data architectures at TI. Working in the Supply Chain space - Responsible for Analysis of different systems(SAP, Internal Systems), there workflows and interpret data to provide solutions that would help improve supply chain operations related to Demand-Capacity management, Inventory Management and WPL operations.
Enterprise Data and AI/ML Manager
Jun 2024 - nowData Platforms Manager
Dec 2023 - Jun 2024Solutions Architect
Jan 2022 - Jun 2024Senior Analyst
Jul 2013 - Dec 2021Datawarehouse Developer
Jan 2013 - Jun 2014
Licenses & Certifications

Oracle Certified Associate - Oracle 10g Database Administrator
OracleFeb 2012
Oracle Database 10g Administrator Certified Professional
OracleJun 2012
Oracle Certified Professional, Java SE 6 Programmer
OracleJun 2012
Honors & Awards
- Awarded to Pratik BagulTexas Instruments - Technical Excellence Award 2020 Texas Instruments Dec 2020 Granted for architecting a system to monitor Texas Instruments(TI) complex ecommerce platform and order processing systems and also for helping to establish a process & team to solve and correct identified issues.The system leverages historical data from different systems (Hybris, SAP, 3rd party payment gateways, Business Data warehouses & inhouse Inventory allocations systems) to generate dynamic thresholds based on different statistical and business models. These threshold… Show more Granted for architecting a system to monitor Texas Instruments(TI) complex ecommerce platform and order processing systems and also for helping to establish a process & team to solve and correct identified issues.The system leverages historical data from different systems (Hybris, SAP, 3rd party payment gateways, Business Data warehouses & inhouse Inventory allocations systems) to generate dynamic thresholds based on different statistical and business models. These threshold are compared against real time orders to highlight issues and have given insight into various areas like - Incorrect pricing of goods on the ecommerce siteOrder Processing Delays and there root causesFailures in order placement due to 3rd party payment platformsOrders whose revenue is not getting collected due to issues in technical processes etc. Show less
- Awarded to Pratik BagulTrailblazer of the Quarter - 3rd Qtr 2020 Texas Instruments Aug 2020 TI priorities for this year focuses largely on online business (yearly billion dollar revenue target) and customer direct. TI Store customer experience and availability is a big factor to boost our online presence and sales. Monitoring helps to ensure that Store is available and processing customer orders.To make sure that we are able to incorporate as many business processes as possible, the framework is designed to be highly configurable and flexible. In addition to that, it comes… Show more TI priorities for this year focuses largely on online business (yearly billion dollar revenue target) and customer direct. TI Store customer experience and availability is a big factor to boost our online presence and sales. Monitoring helps to ensure that Store is available and processing customer orders.To make sure that we are able to incorporate as many business processes as possible, the framework is designed to be highly configurable and flexible. In addition to that, it comes with a powerful visual dashboard in Spotfire which provides all the details needed for support teams to take actions.Defined statistical and business rules for each alert needed to monitor a business process.The ROI has been quick with multiple issue identified and action taken before any significant impact. In the less than 2 months that it has been active, there have been 5 issues identified and rectified, which very well could have led to major disruptions and a loss of revenue (and thus were classified as “near misses” that were avoided because of the dashboard).Pratik Bagul – Architecture and development of Framework, Logic for alarms, Study/Documentation of business/technical/architectural process flow, Spotfire Dashboard Design Show less
- Awarded to Pratik Bagul2019 Tech Mania 1st Runner Up Texas Instruments Oct 2019 Description - POC'ed an anamoly detection system using KERAS to identify anomalies that could indicate potential pump breakdowns in Texas Instruments(TI) factories. This could then be applied to identify the exact time when maintenance can be performed to help the pump function longer or ensure replacement of pump before failure in factory off hours to ensure the factory line does not get effected. This won myself and my team of 3 other members to win 1st runner prize in Tech Mania 2019… Show more Description - POC'ed an anamoly detection system using KERAS to identify anomalies that could indicate potential pump breakdowns in Texas Instruments(TI) factories. This could then be applied to identify the exact time when maintenance can be performed to help the pump function longer or ensure replacement of pump before failure in factory off hours to ensure the factory line does not get effected. This won myself and my team of 3 other members to win 1st runner prize in Tech Mania 2019 which is an internal TI competition to showcase workable solutions to solve real problems faced by the company. Show less
- Awarded to Pratik BagulTeas Instruments - Technical Excellence Award 2019 Texas Instrument - Technical Community Feb 2019 Technical Excellence Award focuses on Technical contributions, Technical Expertise, Innovation/Creativity, Leadership and Business value towards Texas Instruments(TI)Problem - Semi Conductor industry always faces constraints like shortage or excess when it comes to some raw materials like leadframes(L/F) and substrates. This leads to a situation of over buying or underbuying of these critical raw materials causing complete stoppage or huge wastage in production.Texas Instruments is… Show more Technical Excellence Award focuses on Technical contributions, Technical Expertise, Innovation/Creativity, Leadership and Business value towards Texas Instruments(TI)Problem - Semi Conductor industry always faces constraints like shortage or excess when it comes to some raw materials like leadframes(L/F) and substrates. This leads to a situation of over buying or underbuying of these critical raw materials causing complete stoppage or huge wastage in production.Texas Instruments is a projecting to be a market leader when it comes to On Time Delivery(OTD) of its orders and the shortage situation described above has always made it difficult to maintain that OTD target.I analyzed the data from SAP (MRP), inhouse Supply/Chain & raw material demand calculation systems and gave an insight that helped in TI wide system change in how all raw material demand within TI is calculated.I also architected and pioneered a visual dashboard that gives visibility on Leadframe & Substrate inventory shortages and excess situations in advance reducing order delays and Represented all of IT department at TI Material Requirement Planning Summit 2018 in Malaysia to showcased and trained Planners and WPL how to identify and address the most critical shortage concerns leveraging the dashboard and systems in place.Results - Having enough Leadframe Raw materials to meet orders - increased from being there only 81% (as of 4/16/2017 before the solution) to 94% (as of 7/23/2018), thus directly improving OTD.Starting production of order on time due to Leadframes availability increased to 73% after project execution.Vendor Acknowledgement % which measures vendor performance in accepting TI raw material orders and delivering them on time - went from 18% to 50% percent on an average. Show less
- Awarded to Pratik BagulTeam of the Quarter - Demand Signal Change Texas Instrument - Technical Community Sep 2018 Awarded for Collaboration and Leadership for Demand Signal Change effort. The effort was targeted towards changing how Texas Instruments considers its demand signal - Orders that are in queue and that are forecasted to come to Texas Instruments. This helped ensure TI gets a clear picture of orders it needs to process and exclude any duplicate orders that may be sent via multiple distributors; effort also ensure TI meets 95% shipment commitments made to customers.
- Awarded to Pratik BagulStar of the Quarter - Semiconductor Wafer Production Queue Texas Instrument - Technical Community Jun 2017 Leadership, Collaboration and Seamless Execution of Semiconductor Wafer Production Queue. The logic helps identify wafers left to be produced and causing derailment in meeting customer orders and showcases different technologies/systems where wafer production has slowed causing the formation of a queue
- Awarded to Pratik BagulStar of the Quarter - NPDE Dashboard Texas Instrument - Technical Community Jun 2015 Awarded for Leadership, Innovation and Seamless Execution of New Product Execution Dashboard. Key tool used for measuring project execution and identifying areas of improvement in the project life cycle as well as provide a pipeline view of different projects executed and product being developed at Texas Instruments.
- Awarded to Pratik BagulMaking an Impact - Automation & Monitoring System Developed for SAP BO Texas Instrument - Technical Community Mar 2015 In recognition of development of automation and monitoring tools that have enabled SAP Business Objects(reporting tool) to become stable and helped to achieve 99.5% availability goal (tool available to the users) as well as detect critical errors seen when reports schedules fail within 30 min of occurrence.
Languages
- maMarathi
- enEnglish
- hiHindi
- frFrench
- geGerman
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