Ajit Kumar Singh

CEO

Pune, India15 yrs 8 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • 15+ years in AI and Data Science leadership.
  • Expert in Generative AI and Machine Learning solutions.
  • Proven track record in delivering measurable operational impact.
Stackforce AI infers this person is a Data Science and AI leader in the Automotive and Manufacturing sectors.

Contact

Skills

Core Skills

Machine LearningPredictive AnalyticsData AnalyticsManufacturing EngineeringProcess Improvement

Other Skills

5SABAPANSYSAutoCADAutomation Tool DevelopmentAutonomous Driving VehicleBIQ ImplementationCC++CATIACondition MonitoringDMAICDynamic Advisory DashboardEngineeringEngineering Design

About

Deputy General Manager – Central Analytics at Tata Motors Limited (TML), Pune, with over 15 years of global, cross-functional experience in Artificial Intelligence, Machine Learning, Deep Learning, Autonomous Driving, and Engineering Analytics across industries such as automotive, manufacturing, and technology. I am a Transformational AI & Data Science Leader with a strong track record in designing and deploying scalable, end-to-end AI/ML solutions. My expertise spans Generative AI, LLMs, NLP, Computer Vision, and advanced Predictive & Prescriptive Analytics. I have led the successful implementation of Retrieval-Augmented Generation (RAG) and multimodal AI solutions for mission-critical business use cases, enabling real-time decision intelligence and measurable operational impact. Previously, I have held key roles at Birlasoft (KPIT Technologies Ltd.), Tech Mahindra, and the Caterpillar Engineering Design Center, where I was selected for the prestigious Leadership and Technical Development Program (LTDP) — a rotational initiative designed to build future technical leaders through immersive, multi-disciplinary exposure. Core Competencies: AI & Advanced Analytics: Generative AI, LLMs, RAG, NLP, Computer Vision, Predictive Modeling, and Real-time ML Pipelines. Technical Stack: Python, R, SAS, SPSS, Minitab, Advanced Excel Macros, Elasticsearch. Engineering & Manufacturing: Finite Element Method (FEM), Torsional Vibration, Engine Performance, Ergonomics Lean Manufacturing, Six Sigma, Design for Manufacturing (DFM), and New Product Development Innovation & Optimization: Development of custom ML algorithms adopted across multiple projects, enhancing predictive accuracy and delivering actionable business insights. Leadership & Delivery: Project Planning, Cross-functional Collaboration, SAP ERP, Product Configuration, and Process Improvement. With a passion for innovation and data-driven transformation, I bridge the gap between business strategy and technical execution — delivering AI solutions that scale and drive measurable value.

Experience

Tata motors digital.ai labs ltd

Deputy General Manager

Oct 2022Present · 3 yrs 5 mos · Pune, Maharashtra, India

Birlasoft

2 roles

Solutions Architect

Jan 2021Oct 2022 · 1 yr 9 mos

Sr. Technical Lead (Sr. Data Scientist)

Jun 2017Jan 2021 · 3 yrs 7 mos

  • Autonomous Driving Vehicle, Quality Prediction, Predictive Maintenance, Remaining Useful Life Prediction, Semantic Search Engine using elastichsearch & NLP concepts, Named Entity Recognition - Drug Adverse Affects, Dosage etc., Linear Optimization
Autonomous Driving VehicleQuality PredictionPredictive MaintenanceSemantic Search EngineNamed Entity RecognitionLinear Optimization+2

Tech mahindra

Tech Lead (Sr. Data Scientist)

Sep 2016Jun 2017 · 9 mos · Pune, Maharashtra, India

  • Tech Lead at Tech Mahindra, Artificial Intelligence Team

Caterpillar inc.

4 roles

Senior Data Scientist

Promoted

Oct 2015Sep 2016 · 11 mos

  • Manufacturing & Supply Chain Analytics
  • Lead time analysis and Configuration analysis for Caterpillar Machines and work tools for different variants.
  • Developed automation tool in SAS to pull Engineering & Manufacturing data (Manufacturing Bill of Materials, Effective Design Change etc.).
  • Developed the dynamic advisory dashboard tool using R & Tableau for Resource allocation and percentage utilization using predictive analytics (Holt-Winters Time Series Model).
  • CAT Machine Data Analytics for Product support
  • Condition Monitoring of Caterpillar Machines & Engines (e.g, fluid systems, fuel System etc.) using analytics (Models Used: Random Forest, Association Algorithm; Tools Used: R, SAS, Python Script and SPSS).
  • Torsional Vibration Analysis using Caterpillar specifications.
  • Currently part of "Remaining Useful Life Prediction of CAT components"
Manufacturing AnalyticsAutomation Tool DevelopmentDynamic Advisory DashboardCondition MonitoringPredictive AnalyticsData Analytics

Senior Manufacturing Engineer

Apr 2013Oct 2015 · 2 yrs 6 mos

  • Design, Development and Implementation of the Process to calculate cost of a Casting (Filed for Patent)
  • Manufacturing Bill of Material Creation & its synchronization with Production Planning
  • Active member of IPQMS (Integrated Process Quality Management System) deployment in Global Manufacturing Solutions division.
  • Involved in Implementation of BIQ (Built in Quality) to different manufacturing processes using Poka - yoke methods and programming techniques (VB.NET, VBA)
  • Involved in Virtual Process Planning for Assembly & Machining.
  • Used Visualization Tools (MOCKUP, JACK and ANIMATION), Factory CAD, VPPA (Virtual Process Planning for Assembly), VDRA (Virtual Design Review & Audit), CAPP+, Manufacturing Simulation Analytics for Time Study (DES Method), Should Cost Modelling, NX Machining for different manufacturing processes.
  • Managed Production Support activity in 'Order to Delivery process' (Through Core Interface Monitoring, BOM & Routings, Production Planning and Material Resource Planning).
  • Involved in Engineering Application Development (Production Support Tracking System creation using VB.NET & VBA in Access DB & Excel)
  • Involved in Drafting of Global Manufacturing Solutions Website architecture design for Caterpillar.
  • Created automated Legacy System Migration Workbench (LSMW) SMART template for Mass uploads in SAP.
Process DesignManufacturing Bill of MaterialQuality ManagementBIQ ImplementationVirtual Process PlanningManufacturing Engineering+1

Manufacturing Engineer

Promoted

Feb 2012Aug 2013 · 1 yr 6 mos

  • Involved in Product Configuration, BOM and Routings, Pricing for Building Construction Products (Skid Steer Loaders, Multi Terrain Loaders, And Back Hoe Loaders etc.) in Caterpillar Inc. Sanford NC
  • Involved in Product Configuration, BOM and Routings, Pricing for Cat Work Tools (Buckets, Brooms, Rippers, Grapples, Fork Tines etc.) in Caterpillar Work tools Wamego Kansas

Associate Engineer

Jul 2010Jan 2012 · 1 yr 6 mos

  • Product Configuration, BOM and Routings Creation, Modelling & Testing for Caterpillar Track Type Tractors & Large Mining Trucks in Peoria & Decatur USA.
  • Synchronization of various Legacy systems of Caterpillar e.g. Production Outline Compatibility (POC), Caterpillar Machine Order Processing System etc. Caterpillar Core Pricelist handling & data conversion to Caterpillar Standard.
  • Leadership & Technical Development Program
  • Machine Shop handling (2D & 3D CNC programs for multi-axes multitasking machining centers.
  • Responsible for Assembly shop (different Value Streams e.g. D11R, 777 trucks, Loco, Petro engines), CAPEX (Capital Exchange), Test, Trim & Paint area (TTP) for Engine & Genset Package. Engine Testing Support and development of Standard Work sheet for Rigging and Testing of different engines. First Pass Yield implementation for Engine Testing.
  • Monitored Belt Tension and frequency calculation & Implementation for different Engine Models.
  • Involved in Axle Machining & assembly, Supply Chain Management, Logistics Planning, OHT (Off Highway Trucks) line assembly, BCP (Building Construction Products) Tear down Process and Machine (424D) Operation.
  • Contributed as a Part of Caterpillar Analysis Section which include FEA analysis of structure (IDEAS software), Pro-Mechanica, Data Analysis Tool Kit and Torsional vibration Analysis.
  • Involved in Manufacturing Engineering Section activities which included engineering data Systems (HVC, EPIX), Design Collaboration Centre and Virtual Process Planning for Assembly & Machining. Led efforts in Manufacturing Engineering – Visualization Tools (MOCKUP, JACK, ANIMATION), Factory CAD, VPPA (Virtual Process Planning for Assembly), VDRA (Virtual Design Review & Audit), CAPP+, Time Study (DES), Should Cost Modelling (Gears), UGNX Machining.
  • Power Systems Section - Pro/E modelling & detailing, Virtual Design Review & Audit (VDRA) for Mossville. Virtual Engine Installation (VEI) for testing,

Atlas copco

Intern

Jun 2009Jul 2009 · 1 mo · Nasik Area, India,

  • Mechanism of rollers and pavers and its compactibility in soil and asphalt (hot and cold) applications

Education

Coventry University

Master of Technology - MTech — Automotive Engineering (Automotive Electronics)

Jan 2018Jan 2020

Indian Institute of Technology (Indian School of Mines), Dhanbad

Bachelor of Technology (B.Tech.) — Mechanical Engineering

Jan 2006Jan 2010

Jawahar Navodaya Vidyalaya Siddharthnagar

Higher Secondary

Jan 2002Jan 2004

Jawahar Navodaya Vidyalaya Kushinagar

Secondary

Jan 2001Jan 2002

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