Summary
Overview
Work History
Education
Skills
Certification
Websites
Accomplishments
Timeline
Generic

Amol Kumar

Bengaluru

Summary

Experienced AI/ML expert with 11+ years of success delivering impactful business solutions across Generative AI, Statistical Modeling, and Traditional Machine Learning. Proven ability to lead cross-functional teams in end-to-end solution design, from problem definition to model deployment. Skilled in aligning AI initiatives with business objectives and driving R&D innovation in advanced data science domains. Possess a strong secondary acumen in preparing technical business proposals, consulting clients on GenAI and ML solutions, and contributing to pre-sales activities and proof-of-concept development.

Overview

11
11
years of professional experience
1
1
Certification

Work History

Senior Manager – AI Practice

Genpact India Pvt. Ltd.
02.2022 - Current
  • Led the development of AI/ML pipelines for material master data standardization using GPT-4.1 and Azure Document Intelligence.
  • Designed and implemented BERT-based models for material classification and attribute tagging aligned with global taxonomies.
  • Developed scalable AI pipelines for alternate part mapping, human-in-the-loop enrichment validation, and confidence-based quality scoring.
  • Guided R&D initiatives around scalable GenAI use cases and proof-of-concept experimentation.
  • Mentored and led a team of data scientists, supporting their growth across various solution areas.
  • Drafted multiple client proposals for GenAI-based automation and ML-led transformation initiatives.
  • Collaborated with sales and product teams to define technical architecture for enterprise clients.
  • Contributed to pre-sales PoCs and client demos for AI-driven business process improvements.

Senior Analytics Consultant / Manager

EXL Services Pvt. Ltd.
05.2021 - 01.2022
  • Built spend analytics solutions using Python & SAS to uncover supplier payment insights.
  • Developed automated KPI frameworks and strategic recommendations to optimize payment timelines and working capital.

Senior Data Analyst – Advanced Analytics

Indegene Pvt. Ltd.
10.2018 - 04.2021
  • Developed marketing ROI models and campaign response curve analysis tools.
  • Built interactive scenario planning applications to optimize investment allocations.
  • Created dashboards and analytics reports used by leadership and marketing teams.

Senior Data Analyst – Advanced Analytics

Concentrix Technologies
05.2018 - 10.2018
  • Developed supervised ML models to detect financial fraud.
  • Built Tableau dashboards and KPI reports to drive operational improvements.

Engineer – Data Analyst & Business Intelligence

QuEST Global Pvt. Ltd.
08.2014 - 05.2018
  • Led asset reliability and maintenance analytics in oil and gas domain using Meridium and SAP PM.
  • Performed predictive maintenance modeling and cost optimization analysis.
  • Automated monthly reporting using VBA and Excel macros.

Education

Post Graduate Program - AI & ML

Great Lakes Institute of Management
Bangalore
01.2021

B.E. - Mechanical Engineering

Siddaganga Institute of Technology
Tumkur
01.2014

Skills

  • Generative AI: Prompt Engineering, RAG, Knowledge Graphs, LLM Fine-tuning, COT
  • Traditional ML: Classification, Regression, Time Series Forecasting, Ensemble Methods
  • Deep Learning: ANN, BERT Finetuning, NLP-based AI pipelines
  • Data Tools: Python, SQL Server, Tableau, Excel, VBA
  • Cloud Platforms: Azure, AWS, GCP
  • Leadership: Team Mentoring, R&D Strategy, Proposal Development, Client Engagement

Certification

  • Machine Learning with Python – Coursera | Cert ID: JL5BWUEL3DS8
  • Python for Data Science & AI – Coursera | Cert ID: 68TETEGVU2W6

Accomplishments

  • Customer Excellence Award – Q4 2024
  • “Best Sprinter” Award – Q2 2020
  • “Hitting the Mark” – August 2019

Timeline

Senior Manager – AI Practice

Genpact India Pvt. Ltd.
02.2022 - Current

Senior Analytics Consultant / Manager

EXL Services Pvt. Ltd.
05.2021 - 01.2022

Senior Data Analyst – Advanced Analytics

Indegene Pvt. Ltd.
10.2018 - 04.2021

Senior Data Analyst – Advanced Analytics

Concentrix Technologies
05.2018 - 10.2018

Engineer – Data Analyst & Business Intelligence

QuEST Global Pvt. Ltd.
08.2014 - 05.2018

Post Graduate Program - AI & ML

Great Lakes Institute of Management

B.E. - Mechanical Engineering

Siddaganga Institute of Technology

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Amol Kumar