Work Preference
Summary
Overview
Work History
Education
Skills
Certification
Languages
Timeline
Core Skills
Projects
Core Skills
Generic
Open To Work

NAVEEN KUMAR Rudrappa Onkarappa

Bengaluru

Work Preference

Job Search Status

Open to work
Desired start date: Immediately

Desired Job Title

AI Engineer – POC ProjectsProject Manager – BFSI Cloud & AI InitiativesLead Engineer – Mechanical AnalysisDesign Engineer

Work Type

Full Time

Location Preference

Hybrid
Location: Bengaluru, India
Open to relocation: Yes

Salary Range

₹0/yr - ₹0/yr

Summary

AI/ML Engineer with 16+ years of experience in mechanical analysis (FEA/CAE) across aerospace, aero engines, and wind energy, along with experience in BFSI cloud project management and AI solution development. Skilled in Machine Learning, Generative AI, and Agentic AI, building intelligent and scalable solutions.

Overview

16
16
years of professional experience
1
1
Certificate

Work History

AI Engineer – POC Projects

TCS
Bengaluru
01.2025 - Current
  • Developed proof-of-concept solutions for AI, ML, and generative AI applications to validate concepts and inform strategic direction.
  • Applied AI technologies to solve engineering and business challenges, leading to innovative solutions.
  • Built RAG-based chatbots and agentic AI workflows, improving user interaction and engagement.
  • Designed algorithms for predictive analytics across multiple applications.
  • Analyzed large datasets to uncover trends and support data-driven decision-making.

Project Manager – BFSI Cloud & AI Initiatives

Tata Consultancy Services (TCS)
07.2023 - 01.2025
  • Managed BFSI cloud projects, integrating AI-driven solutions to enhance service delivery
  • Led stakeholder communication and resource planning to ensure project alignment with business goals
  • Coordinated cross-functional teams to streamline collaboration between business and technical units
  • Facilitated meetings to align business requirements with technical implementation strategies

Lead Engineer – Mechanical Analysis

Tata Consultancy Services (TCS)
bengaluru
07.2011 - 06.2023
  • Delivered engineering projects for Airbus, Rolls-Royce, GE, Bombardier, ensuring compliance with industry standards
  • Conducted advanced stress and structural analysis to support design integrity
  • Performed finite element analysis and failure investigations to assess structural integrity.
  • Improved system reliability through analytical insights
  • Collaborated with clients to gather requirements, aligning project goals with client expectations.
  • Developed and maintained technical specifications for various projects.

Design Engineer

Voith Engineering services
06.2010 - 06.2011
  • Executed FEM modeling and structural optimization to enhance design accuracy
  • Coordinated validation of aircraft design specifications to ensure compliance with regulatory standards
  • Collaborated with cross-functional teams to develop product specifications and requirements.
  • Conducted feasibility studies to assess design viability and performance standards.

Education

Executive Post Graduation Programme - Data Science

International Institute of Information Technology
Bengaluru
07-2024

M.Tech - Machine Design

Bapuji Institute of Engineering And Technology
Davanagere, Karnataka, India
10-2007

B.E - Mechanical Engineering

STJ Institute of Technology
Ranebennur, Karnataka, India
07-2005

Skills

  • Regression
  • Classification
  • Feature Engineering
  • RAG
  • Prompt Engineering
  • LangChain
  • Agentic AI
  • Python
  • Pandas
  • NumPy
  • Scikit-learn
  • Predictive Maintenance
  • Finite element analysis
  • Stress Analysis
  • Project Management
  • Stakeholder Management

Certification

• Google Cloud Generative AI Leader Certification

Languages

English
Proficient (C2)
C2
Kannada
Native
Native
Hindi
Proficient (C2)
C2

Timeline

AI Engineer – POC Projects

TCS
01.2025 - Current

Project Manager – BFSI Cloud & AI Initiatives

Tata Consultancy Services (TCS)
07.2023 - 01.2025

Lead Engineer – Mechanical Analysis

Tata Consultancy Services (TCS)
07.2011 - 06.2023

Design Engineer

Voith Engineering services
06.2010 - 06.2011

Executive Post Graduation Programme - Data Science

International Institute of Information Technology

M.Tech - Machine Design

Bapuji Institute of Engineering And Technology

B.E - Mechanical Engineering

STJ Institute of Technology

Core Skills

Regression, Classification, Feature Engineering, RAG, Prompt Engineering, LangChain, Agentic AI, Python, Pandas, NumPy, Scikit-learn, FEA, Stress Analysis, Predictive Maintenance, Project Management, Stakeholder Management

Projects

  • Predictive Maintenance Model (ML), Built ML model to predict component failure using operational data, Achieved ~95% accuracy, enabling proactive maintenance, Reduced downtime risk and improved reliability
  • Stress Report Search Chatbot (GenAI – RAG), Developed chatbot to query FEA/stress analysis reports using natural language, Implemented RAG architecture with vector database, Improved information retrieval efficiency by ~50%, Reduced manual effort in document search
  • Automated Email Reply System (Agentic AI), Built agentic AI system for automated email responses, Designed workflow: intent detection → response generation → refinement, Improved communication efficiency and consistency

Core Skills

Regression, Classification, Feature Engineering, RAG, Prompt Engineering, LangChain, Agentic AI, Python, Pandas, NumPy, Scikit-learn, FEA, Stress Analysis, Predictive Maintenance, Project Management, Stakeholder Management

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NAVEEN KUMAR Rudrappa Onkarappa