Pruthviraj S PhanendraKumar — CEO

Energetic, Self-driven, and results-oriented Data Science Leader aligns to business objectives and enables technologies to solve complex problems and accelerate time-to-value. Progressive experience in Solution Architecture, Design, Development and Deployment of Machine Learning/ Data Analytics Projects for fortune 500 companies. Experienced in advancing Digital Transformation and architecting technology road maps. Skilled at integrating platforms and processes into operations Drive enterprise-wide AI, GenAI, and Agentic-AI transformation initiatives—designing scalable AI architectures, shaping responsible AI strategy, and guiding the full lifecycle of model development, deployment, and agentic workflow design. Collaborate across business and technical teams to identify high-value AI and oversee technology selection, and ensure secure, compliant, and high-performing AI solutions. Specialize in AI governance, GenAI enablement, RAG systems, prompt engineering, AgentOps, and organizational capability building. Translate complex AI concepts into clear, actionable insights for leadership, enabling organizations to embed advanced AI as a sustainable, strategic differentiator. Proven ability in Gen AI, Deep Learning, Artificial Intelligence, Machine Learning and Big Data Engineering. Lead CoE, innovation and integration of niche technologies into projects and activities in software organisations. A quick learner, Analytical thinker, Flexibility working with multiple technologies across domains Focus areas: Agentic AI, Agent Ops, Prompt Engineering Gen AI, ML/AI, Deep Learning, NLP, Predictive and Prescriptive Analytics, Statistical Modelling, Forecasting, Optimization, Recommendation systems and Big Data Analytics.

Stackforce AI infers this person is a Data Science Leader specializing in AI transformation across multiple industries.

Location: Bengaluru, Karnataka, India

Experience: 20 yrs 8 mos

Skills

Ai Architecture
Ai Governance
Ai Strategy
Machine Learning
Data Science
Predictive Analytics

Career Highlights

Expert in AI governance and strategy development.
Proven track record in enterprise AI transformation.
Skilled in designing scalable AI architectures.

Work Experience

Movate

Director - Propel Labs (4 mos)

NerdPine

Chief Architect AI Solutions | GenAI Strategist (1 yr 2 mos)

Aligned Automation

Principal Data Scientist (3 yrs 2 mos)

Baker Hughes

Lead Data Scientist (1 yr 7 mos)

GE Digital

Senior Data Scientist (3 yrs 3 mos)

Vodafone Shared Services India

Data Scientist (2 yrs 2 mos)

Samsung Electronics

Chief Engineer (2 yrs)

Symphony Teleca

Senior Software Engineer (3 yrs 2 mos)

Wipro

Senior Software Engineer (2 yrs 4 mos)

Oracle India Pvt. Ltd

Associate Consultant (1 yr 5 mos)

Education

MTech in Data Science at Birla Institute of Technology and Science, Pilani

Bachelor Or Engineering at SJM Institure of Technology

Pruthviraj S PhanendraKumar

CEO

Bengaluru, Karnataka, India20 yrs 8 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in AI governance and strategy development.
Proven track record in enterprise AI transformation.
Skilled in designing scalable AI architectures.

Stackforce AI infers this person is a Data Science Leader specializing in AI transformation across multiple industries.

Contact

Skills

Core Skills

Ai ArchitectureAi GovernanceAi StrategyMachine LearningData SciencePredictive Analytics

Other Skills

AWSAWS SageMakerAgentic AIAgile MethodologiesAmazon Web Services (AWS)AndroidAnsibleApache SparkBig DataBig Data AnalyticsC/C++ STLClearCaseCloud ApplicationsComputer VisionCore Java

About

Experience

Movate

Director - Propel Labs

Nov 2025 – Present · 4 mos

Develop and execute strategic AI, GenAI, and Agentic AI roadmaps aligned with business objectives, identifying high-value use cases for enterprise AI adoption.
Design scalable, secure, and efficient AI system architectures, including data pipelines, model deployment frameworks, agentic AI workflows, and enterprise integrations.
Evaluate and select AI, GenAI, and Agentic AI tools, frameworks, platforms, and infrastructure across cloud, on-premise, and hybrid environments.
Oversee end-to-end AI/ML, GenAI, and Agentic AI model development, including training, optimization, validation, prompt engineering, agent design, and agent evaluation to ensure performance, fairness, and reliability.
Collaborate with data scientists, engineers, AgentOps teams, and cross-functional stakeholders to deliver AI and GenAI initiatives and foster innovation.
Manage AI, GenAI, and Agentic AI projects and programs from concept to deployment, ensuring timely delivery, operational readiness, and alignment with organizational goals.
Establish and implement governance frameworks covering AI ethics, GenAI safety, agentic AI risk management, compliance, and responsible AI practices.
Monitor and optimize AI and GenAI systems, drive continuous improvement, oversee retraining cycles, support AgentOps workflows, and manage performance drift and error handling.
Developing organizational capabilities, best practices, and enablement programs to support long-term enterprise AI transformation.
Communicate complex AI, GenAI, and agentic AI concepts in accessible, business-aligned terms, ensuring leadership and stakeholders can effectively leverage AI as a strategic capability.

Generative AIAgentic AIPrompt EngineeringLarge Language Model Operations (LLMOps)AI ArchitectureAI Governance

Nerdpine

Chief Architect AI Solutions | GenAI Strategist

Sep 2024 – Nov 2025 · 1 yr 2 mos · Remote

Architect, Design and Develop AI-driven e-commerce platform for medical, healthcare, and durable equipment, incorporating AI-powered product recommendations, predictive analytics, and automated logistics to transform healthcare retail.
Working with renowned customers across domains (Energy / Healthcare / Aviation) to develop and implement impactful strategies that drive innovations in the area of AI/ML/Generative AI and digital transformation.
Define tailored strategies, design architectures and build solution frameworks that address client's unique challenges and opportunities.

Aligned automation

Principal Data Scientist

Jul 2021 – Sep 2024 · 3 yrs 2 mos · Bangalore Urban, Karnataka, India

Practice Lead, Develop and execute strategies to grow the practice area, identify new business opportunities, and expand the client base. Stay updated with industry trends, technologies, and best practices to ensure the practice remains competitive and innovative.
Design & Implementation of ML/AI solutions to seemingly complex Computer Vision Analytics and Statistical Modelling, Deep Learning solutions for predictive maintenance use-cases for global renowned Energy, Healthcare and HiTech Customers
Research and Development of Generative AI, Deep Learning, Computer Vision, Advanced OCR, NLU, NLG Models.
Direction to product companies to leverage ML and AI capabilities to improve their business
Develop and execute strategies to grow the practice area, identify new business opportunities, and expand the client base. Stay updated with industry trends, technologies, and best practices to ensure the practice remains competitive and innovative.

c3.aiTensorFlowGenerative AILeadershipComputer VisionPyTorch+5

Baker hughes

Lead Data Scientist

Dec 2019 – Jul 2021 · 1 yr 7 mos · Bangalore

Architect, Design & Implementation of Deep Learning / Machine Learning solution to predict future machine failures, and make proactive maintenance decisions to avoid expensive unscheduled maintenance and non-productive time (NPT)
Research and Development of Deep Learning, Computer Vision, Advanced OCR, NLU, NLG Models.
Solution to leverage ML and AI capabilities to improve the business
workflows and process with end to end Data Science Solution

c3.aiTensorFlowBig Data AnalyticsComputer VisionNoSQLPyTorch+6

Ge digital

Senior Data Scientist

Aug 2016 – Nov 2019 · 3 yrs 3 mos · Bangalore

Design & Implementation of Predictive Model to provide an estimate of future incidents for workforce planning using Data Rpm for various GE businesses
Exhaustive analysis and benchmark studies were carries on various data science platforms DataRPM, H2O, DataIKU & Anaconda
Architecting the solution and design of Streaming ingestion framework using Kafka to stream the real time data onto HDFS and Hive for analysis by downstream application
Hub-level training for Hadoop / Spark / Kafka for Bangalore and Riyadh hub big data engineers

TensorFlowBig Data AnalyticsPython (Programming Language)FlaskStatistical Data AnalysisKeras+6

Vodafone shared services india

Data Scientist

May 2014 – Jul 2016 · 2 yrs 2 mos

Design and development of Machine Learning module for performing analytics using SPARK ML
for retail business use cases (Out Of Stock, Excess Stock, Inventory Management)
Exploring various Machine Learning Libraries in R, Python and developing Proof Of Concepts
Research and Development on a various classification, regression and clustering algorithms and
implementation in Spark environment for solving business problems across domains.
Technical assistance to Senior Management through R&D and PoC on various technologies to build
and set-up Center of Excellence.
On-Site support activities for critical project modules.

Machine LearningBig Data AnalyticsPython (Programming Language)NoSQLStatistical Data AnalysisKeras+5

Samsung electronics

Chief Engineer

Mar 2012 – Mar 2014 · 2 yrs · Greater Bengaluru Area

Cutting edge commercial solutions in enterprise mobility.
Specialized Mobile application development in Android with Design and development of the graphics modules for external displays (Smart TV).
Supporting the graphics and external display features for latest Samsung flagship models like Galaxy S3 and Galaxy S4.
Active participation in analysis and high level design with the client.
Responsible for bug analysis, reproduction and fixing for various features of Samsung commercialization models.
Research and learn new Bigdata related Frameworks and technologies like Hadoop, Flume, NoSQL databases etc.
On-Site support activities for critical problems and add-on features for the software modules.

Symphony teleca

Senior Software Engineer

Dec 2008 – Feb 2012 · 3 yrs 2 mos · Greater Bengaluru Area

Development of In-Car Custom Infotainment Software Modules for a reputed Automotive Company.
Research and learn new technologies like Android, openGL.
Design and Development of Proof Of Concept for prospective Client Demonstrations.
Active participation in analysis and high level design with the client.
Responsible for bug analysis, reproduction and fixing for various features of Samsung commercialization models.
Contribution to WebKit Open Source Community through bug fixing and code enhancements.
Mentoring Junior team on technical issues.
Involved in execution of project planning and risk analysis.

Wipro

Senior Software Engineer

Aug 2006 – Dec 2008 · 2 yrs 4 mos · Greater Bengaluru Area

Design and Developement of Mobile application based on Symbian Platform.
Involved in code reviews, Lineup tests and fault diagnosis on with field-testing.
Responsible for bug analysis, reproduction and fixing for various features of Samsung commercialization models.
Carried out Functional, Regression Testing and System Testing.
Integration of fixes into release build environment.
Analyze client requirements and evaluate the feasibility of requirements.
Directly interacted with the client and suggested alternative solutions for critical
Problems and add-on features for the software modules
Onsite support for product commercialization and fixing critical issues reported during field testing.

Oracle india pvt. ltd

Associate Consultant

Mar 2005 – Aug 2006 · 1 yr 5 mos · Greater Bengaluru Area

Design and Documentation of the software modules for Prime Broker Web Messaging
GFDTS RW Upgrade as a part of BASEL-II
Coding, unit-testing of developed software modules.
Optimize code to improve overall performance of the application.
Involved in librarian activities (Preparing Release notes, configuration scripts, release activities) along with QA team in process management activities.
Defect fixing reported in different releases