Amit Garg

Director of Engineering

Bengaluru, Karnataka, India21 yrs 9 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • 21 years of transformational leadership in IT and digital ecosystems.
  • Expert in building high-performing teams and enterprise-scale solutions.
  • Proven track record in AI and data-driven transformation.
Stackforce AI infers this person is a Data and AI Strategy Leader in the Healthcare and Finance sectors.

Contact

Skills

Core Skills

Data ScienceArtificial Intelligence (ai)Data ManagementBig Data Analytics

Other Skills

Amazon Web Services (AWS)Large Language Models (LLM)Machine LearningPeople ManagementTeam ManagementLeadershipStakeholder ManagementGenerative AILarge Language Model Operations (LLMOps)AI AgentsSnowflake CloudPrestoBigdataTeam LeadershipProject Leadership

About

Masters in Computer Science & AWS Certified, Technology Evangelist & leader offering 21 years of Transformational Leadership in driving Futuristic IT / Digital Ecosystems / Data Management /Big Data/GenAI & AI/ML Platform Architecture, Technology Roadmaps, Program Management, Data Lakes, Data Quality & Security Improvement for making organizations-future ready. Helming Technical Direction & Vision in delivery of targeted improvements, modernization, driving change, advising ‘C’ level Executives on Data & AI Transformation Journey. ► Data & AI Platform Strategy defining company’s Data & AI platform strategy. Translating business objectives into Data & AI opportunities. Designing a cloud native, Scalable and robust Modern Data & AI Platform architectures. Working with Infosec and Privacy teams to stay enterprise ready and regulator proof. ► Built High impact teams from ground up. I established engineering hubs from scratch by hiring and scaling teams from 0 to 30+ with few months which accelerated platform delivery velocity by 40%. ► Delivered AI driven cost optimization leading GenAI integration across platform operations, increasing engineering productivity by 25% and reducing overhead by 35% resulting faster deliver cycle and multi million dollars savings. ► Enabling Data driven Transformation – Unifying siloed data systems into a single-source-of-truth architecture, Implemented Master Data Management(MDM) to ensure consistency & accuracy while improving access to real-time business intelligence. ► Domain Expertise: Healthcare Med Tech, Commercial Finance, Retail, Oracle ERP, Salesforce, HR & Ecommerce Data ► Built Data & AI/LLM Gateway using latest technologies like Kubernetes, Istio, Karpenter, Redis,Apache Flink, Elasticsearch, Kibana, Apache Spark, Kafka, Postgres, Snowflake, Airflow, AWS Glue, Sagemaker on AWS to deliver Data Science and Analytics platform Solutions. Managing CI CD and Observability Dev ops Platform. ► Translating Data & Analytics Solutions into Business & Customer Intelligence using latest AI & Data Science Algorithms and Models; Migrated and set up New Data Warehouse/Data Lake from On-Prem to AWS Cloud ► AWS Cloud Technologies (EC2, Redshift, S3, Glue, Snowflake,SNS, Kafka, Flink, Serverless Lambda) running 5 PB Data Lake using 200+ nodes of the cluster ► Full stack Framework – React, Java, Python, Microservice Architecture, Event Driven Architecture. Experienced in Platform Observability including Dev ops, ML Ops and Data Platform Ops.

Experience

21 yrs 9 mos
Total Experience
1 yr 11 mos
Average Tenure
6 mos
Current Experience

Zinnia

Director of Software Engineering

Nov 2025Present · 6 mos · Bengaluru, Karnataka, India · Hybrid

Resmed

Head of Engineering ( Data & AI/ML Platform Engineering solutions) - India Technology Hub

Jan 2023Nov 2025 · 2 yrs 10 mos · Bengaluru, Karnataka, India · Hybrid

  • ► Leading & Managing multiple Scrum Teams with over 20 team members to develop & deliver innovative Big Data, Data & Analytics, AI & ML Platform Solutions to the critical stakeholders with an annual turnover of approx. USD 15+ millions.
  • ► Spearheading a Program Portfolio entailing over 10+ projects with a critical focus on creating scalable AI ready Dataset, Data & Gen AI platforms using cutting edge AI technologies and advanced RAG systems to build multi agent systems.
  • ► Leading designing and implementation of self-service UI based next gen AI platform which has inbuilt AI gateway to build Gen AI applications, fine tuning LLMs and agents.
  • ► Building critical Team alignment and technical project’s roadmap with clearly defined outcomes and Business impacts. Successfully built whole delivery team of 30+ members from scratch in 9 months.
  • ► Implemented Data Mesh architecture framework. Designed and created HIPPA and GDPR compliant Snowflake warehouse of more than 5 PB in size for all Analytics and AI/ML use cases.
  • ► Pivotal in leading, Managing and coaching a team of Sr. Engineering Managers, Product Managers, Agile Program Managers, and Architects for building robust Data & AI/ML Platform and other engineering solutions to process large Real-Time data & running more than 20 Models and AI agents.
  • ► Managing a single version of truth Data Lake, migrating different data warehouses to a single data lake to reduce operational and infra cost. Managing all the Data ingestion, processing and Analytics reporting infrastructures and operations.
  • ► Collaborating with stakeholders to establish improved processes, along with team performance improvement & training initiatives. empowering people to deliver their best through cross-skilling & upskilling, helping them in their career growth
Amazon Web Services (AWS)Large Language Models (LLM)Machine LearningData ScienceBig Data AnalyticsPeople Management+8

Twilio inc.

Director - Corporate Data & Analytics & AI/ML Platform - India Development Centre

Nov 2020Jan 2023 · 2 yrs 2 mos · Bengaluru, Karnataka, India · Hybrid

  • ► Lead 6 Scrum Teams with over 40+ team members to develop & deliver innovative Big Data, Data Science & Analytics, ML & AI Solutions to the critical clients with an annual turnover of approx. USD 10 millions.
  • ► Spearheaded a Program Portfolio entailing over 6 projects with a critical focus on optimum financial planning, effort estimation, cost forecasting, and contract mgmt. and continuous improvement initiatives.
  • ► Built critical Team alignment and technical project’s roadmap with clearly defined outcomes and Business impacts. Successfully built whole delivery team of 30+ members from scratch in 6 months.
  • ► Designed and implemented business driven AI solutions which resulted in saving millions of dollars by stopping unauthorized OTPs frauds using fine-tuned ML Models.
  • ► Directed project administration & completion, including project set-up & scoping, effort & cost estimates, budgeting, financial, resource allocation, staffing, service delivery standards, change/risk management, monitoring, tracking issues, client communications & reporting
  • ► Pivotal in leading a team of Engineering Managers, Product Managers, Agile Program Managers, and Architects for building Real-Time Scalable & Low latency Data Solutions to improve customer satisfaction and reduce operational costs
  • ► Provided high-quality development service and operational support for multiple business functions, including Finance, Sales, Marketing, Voice, and Messaging, using new technologies such as DevOps and Agile Operations
Amazon Web Services (AWS)Machine LearningPrestoBigdataTeam LeadershipData Science+6

Ge

Sr. Manager - Data & Analytics COE

Jul 2016Nov 2020 · 4 yrs 4 mos · Bengaluru Area, India · On-site

  • ► Acted as a SPOC for Business on Global FDL and CRM Data Lake in close coordination with Data Engineers to implement and deliver complex Data Solutions Projects. Directed a team of over 30 members for Solution Architecture and Technical Requirements Management
  • ► Spearheaded the design, implementation, and delivery of Finance Data Lake (FDL) and CRM Data Lake for Service Request (SR) and Installed Based (IB) Modules on Postgres Greenplum MPP Database and Amazon Redshift Platform
  • ► Successfully improved entire Data Lake ground-up, performed architecting, ETL, administered data warehouse, mapped data from the legacy system, constituted in financial and various business data marts.
  • ► Integrated real-time data to Data Lake using HVR and Kafka Technologies. Designed and Implemented Strategies for Data Workflow, Rules, Orchestration, and Data Lake Migration from On-Premise to AWS Cloud Platform to improve scalability and durability.
  • ► Built and Implemented Data Quality, Data Governance, Ingestions (ETL), and Data Science Models on Data Lake Platform for managing all Data Integration & Migration Activities.
  • ► Effectively planned & executed different Data Audits (Recons. and Model Audits) in the Data Lake Environment to ensure 100% adherence with all Legal and Compliance Requirements.
  • ► Implemented 2 PB Global Finance Data Lake (FDL) in GE, including 80+ Data Management ERP across all GE businesses, hosted on the latest technology like Greenplum, Hadoop, Hive, and Apache Spark on AWS Cloud Platform (using Redshift, S3), resulting in 20 – 30% substantial cost savings
Amazon Web Services (AWS)PostgreSQLBigdataTalend Open StudioMaster Data ManagementGreenplum+5

Praxair

Principal Architect / DWBI Technical Manager

May 2014Jun 2016 · 2 yrs 1 mo · Bengaluru, Karnataka, India

Igate

Business Intelligence Solutions Architect

Oct 2013Apr 2014 · 6 mos · Bengaluru, Karnataka, India

Ge capital

BI Solutions Technical Project Lead (OBIEE 11g and TIBCO Spotfire 4.5/5.0)

May 2011Sep 2013 · 2 yrs 4 mos · Stamford, CT

Amazon.com

Data Engineer II

Dec 2010May 2011 · 5 mos · Seattle, WA

Realnetworks

Oracle BI Apps/OBIEE/ETL/Informatica Developer

Jul 2008Dec 2010 · 2 yrs 5 mos · New York City, NY

At&t

OBIEE/ETL Developer

Jan 2008Jul 2008 · 6 mos · New Jersey

Vcustomer

Sr Software Developer/Engineer

Jan 2004Jun 2006 · 2 yrs 5 mos · Noida, UP

Human software systems

Software Engineer

Aug 2002Nov 2003 · 1 yr 3 mos · Greater Delhi Area

Education

Binghamton University

Master Of Science — Computer Science

Jan 2006Jan 2008

Chaudhary Charan Singh University (CCSU), Meerut

B.Tech — Computer Science

Jan 1998Jan 2002

Binghamton University

Master's degree — Computer Science

Stackforce found 100+ more professionals with Data Science & Artificial Intelligence (ai)

Explore similar profiles based on matching skills and experience