Jayaprakash Gururaj Email & Phone Number
@ge.com
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Jayaprakash Gururaj is listed as Principal Engineer Data Science at Pratt & Whitney, a with 16054 employees, based in Bengaluru, Karnataka, India. AeroLeads shows a work email signal at ge.com and a matched LinkedIn profile for Jayaprakash Gururaj.
Jayaprakash Gururaj previously worked as Senior Manager Analytics Technologies at Infosys and Manger Analytics Technology at Infosys. Jayaprakash Gururaj holds Master Of Science - Ms, Structural Health/Condition Monitoring from Indian Institute Of Technology, Madras.
Email format at Pratt & Whitney
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About Jayaprakash Gururaj
Introducing myself has been a tough part post transitioning to data science field, with diverse experience in aircraft structures/engine design and analysis and automobile R&D, the journey has been great so far. One common thing in all these years is "DATA" and "FEEL for Numbers"First few years of my professional career was R&D on vibration and acoustic of automobile engine, where I was exposed to sensors, data/signal processing, vibration isolation design and test-analysis validation. Skill gained here- data (vibration/sound) acquisition, data processing (filtering/cleaning), visualization and insight generation- resonance, degradation) Next experience was on aircraft structure/engine design and analysis (GE Aviation and Spirit AeroSystems (working with Infosys)) to meet FAA requirements. Here too work involved handling lot of aircraft data and building numerical models and predicting the behaviour of structure/engine for failure event - fan blade out, bird hit, static and fatigue damage. Skill gained - data handling (small automation scripts), simulation, visualization, and insights generation - structural integrity, margin of safety, large projects management, client interfacing, building and training technical teamNeed for reskilling came when there was sharp decline in new aerospace programs due to recession in aircraft industry, mostly during mid of 2016. This was challenging phase as well as interesting point of my career. I always loved Mathematics, solving problems using algorithms and most importantly telling story with charts/diagrams ( this part of work is what I loved in previous experiences). Obviously "Data Science" was the choice. Soon realized that there should be structured, and long-term learning required to get into this field. Completed 1 year Post Graduate program in AI/ML. Successfully transitioned (after multiple interviews) within the company to get to Data Science field.Where Iam now is:>Leading a team of data engineers and data scientists which implemented advanced analytics solutions to real business problem leveraging machine learning algorithms> Also, playing role of data science consultant to mine leads, support pre-sales technical proposals, discover and priorities use cases for clients, quantify business benefits and deliver implementation plan>Part of MLOps strategy team, focused mainly of scaling the ML models to production and bringing agility in ML Life cycleSummary: Ready to take up challenge's, love to reskill, knows how much domain knowledge matters to solve business problems
Listed skills include Cae, Finite Element Analysis, Hypermesh, Matlab, and 18 others.
Jayaprakash Gururaj's current company
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Jayaprakash Gururaj work experience
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Senior Manager Analytics Technologies
Leading a team which is responsible for design & delivery of ML based solution for Manufacturing and Hi-Tech clients of Infosys. Solution delivered include Customer and Sales Analytics such as customer segmentation, lead and opportunity propensity, cross/up sell, customer service and warranty analysis. Additional responsibility of bringing more business by mining new leads, pre-sales technical support. Part of MLOps strategy team to showcase best practices and accelerators as part of ML development and deployment process.
Manger Analytics Technology
A. Data science consultant for one of the major Hi-Tech Cloud service provider. Identified and implemented potential data science use cases to improve the service quality levels and throughput of current business process operations. Use cases 1. Classification model- predict ticket holds, rejections, travel back, 2. Time series forecast- ticket volume forecast 3. Detailed diagnostic analysis (causal analysis) process mining- Fish Bone and Pareto analysisB. Solution design and implementation of automated claim adjudication using ML classification model, for major European paper manufacturing industry
Engineering Manager
Role and Responsibility- 1. Complete delivery responsibility (both technical and managerial) for major aircraft stress certification programs (Airbus UK, Boeing USA) 2. Develop technical expertise of team members to take up complex data analysis projects3. Program management, projects planning, tracking and control.4. Pre-sales technical support, presentation to clients, response to proposals
Engineering Team Lead
Leading A350 Stress analysis team: involving performing stress linear/Non-linear analysis, tool based/Hand calculation, all phases of Life cycle of aircrafts- Maturity C to Certification, Concession and SRM
Structural Engineer, Ge Aviation, Engine Dynamics Group, Advanced Technology And Preliminary Design
- System level dynamics design and analysis of new aircraft engines. Primarily working on the process to certify aircraft engines by Federal Aviation Administration (FAA). - Generate and Publish ultimate/Limit dynamic loads to Structural designers which help in designing of critical engine components.- Major structural analysis performed are simple linear static analysis, Modal analysis, forced response analysis and complex Fan Blade out (FBO) transient analysis. - CAE tools used : Nastran/Patran. Hypermesh, Matlab ans variety of GE inbuilt tools
R&D Engineer, Nvh
- Development of a correlated dynamic FEM engine model to predict the dynamic behavior of vehicle.- Measuring and analyzing vibration signal from motorcycle engines and frames. Suggesting and implementing suitable modifications to improve the stability and comfort.- Exploring the possibilities of using tuned mass absorber and vibration isolators (resilient engine mounts) to reduce vibration at handle bar and footrests.- Focused on identifying noise & vibration source and path using state of the art data acquisition tools.
Colleagues at Pratt & Whitney
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Ellie Gorman-Hojda
Colleague at Pratt & WhitneyEast Hartford, Connecticut, United States
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Brian Jewett
Colleague at Pratt & WhitneyOklahoma City Metropolitan Area, United States
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Evelyn Kobierowski
Colleague at Pratt & WhitneyBoynton Beach, Florida, United States
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Alice Durinick
Colleague at Pratt & WhitneyGreater Hartford, United States
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Mario Harris
Colleague at Pratt & WhitneyColumbus, Georgia, United States
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Christopher Barton
Colleague at Pratt & WhitneyUnited States
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Hikmet Olkun
Colleague at Pratt & WhitneyTuzla, Istanbul, Türkiye, Turkey
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Scott Jones
Colleague at Pratt & WhitneyGrass Lake, Michigan, United States
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Nick Apollon
Colleague at Pratt & WhitneyAtlanta, Georgia, United States
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Onur Acar
Colleague at Pratt & WhitneyIstanbul, Türkiye, Turkey
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Jayaprakash Gururaj education
Master Of Science - Ms, Structural Health/Condition Monitoring
Post Graduate Program In Artificial Intelligence And Machine Learning, Machine Learning And Artificial Intelligence, Excel
2003 Bachelor Of Engineering; S.J.C.E, Mechanical Engineering
Master Of Science
Frequently asked questions about Jayaprakash Gururaj
Quick answers generated from the profile data available on this page.
What company does Jayaprakash Gururaj work for?
Jayaprakash Gururaj works for Pratt & Whitney.
What is Jayaprakash Gururaj's role at Pratt & Whitney?
Jayaprakash Gururaj is listed as Principal Engineer Data Science at Pratt & Whitney.
What is Jayaprakash Gururaj's email address?
AeroLeads has found 1 work email signal at @ge.com for Jayaprakash Gururaj at Pratt & Whitney.
Where is Jayaprakash Gururaj based?
Jayaprakash Gururaj is based in Bengaluru, Karnataka, India while working with Pratt & Whitney.
What companies has Jayaprakash Gururaj worked for?
Jayaprakash Gururaj has worked for Pratt & Whitney, Infosys, Ge, and Tvs Motor Company.
Who are Jayaprakash Gururaj's colleagues at Pratt & Whitney?
Jayaprakash Gururaj's colleagues at Pratt & Whitney include Ellie Gorman-Hojda, Brian Jewett, Evelyn Kobierowski, Alice Durinick, and Mario Harris.
How can I contact Jayaprakash Gururaj?
You can use AeroLeads to view verified contact signals for Jayaprakash Gururaj at Pratt & Whitney, including work email, phone, and LinkedIn data when available.
What schools did Jayaprakash Gururaj attend?
Jayaprakash Gururaj holds Master Of Science - Ms, Structural Health/Condition Monitoring from Indian Institute Of Technology, Madras.
What skills is Jayaprakash Gururaj known for?
Jayaprakash Gururaj is listed with skills including Cae, Finite Element Analysis, Hypermesh, Matlab, Structural Analysis, Modal Analysis, Dynamics, and Nvh.
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