Chintan Agrawal

Associate Consultant

Bengaluru, Karnataka, India6 yrs 11 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

7 years of experience in AI/ML transformations.
Expert in architecting Generative AI solutions.
Proven track record in cloud data engineering.

Stackforce AI infers this person is a SaaS Data & AI Architect with extensive cloud engineering expertise.

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Skills

Core Skills

Data EngineeringCloud Architecture

Other Skills

API GatewayAWS API GatewayAWS DynamoDBAWS EMRAWS GlueAWS RDSAlgorithmsAmazon DynamoDBAmazon Elastic MapReduce (EMR)Amazon RedshiftApache SparkAthenaBig DataBitBucketCore Java

About

Data & AI Architect with 7 years of experience leading enterprise AI/ML transformations. Specialized in architecting production-grade Generative AI solutions—RAG applications, Agentic AI systems, and semantic search platforms—using Amazon Bedrock, SageMaker, open-source frameworks (LangChain, LangGraph, CrewAI), and MLOps practices. Core Expertise: • Generative AI & Agentic Systems: Multi-agent workflows, RAG architectures, Vector databases, Prompt engineering • AI/ML Platforms: Amazon Bedrock, Bedrock Agents, SageMaker, Model fine-tuning, MLOps • Data Engineering: Big Data frameworks (Spark, Trino), Modern warehousing (Redshift, Snowflake) • Cloud Architecture: AWS-certified with expertise in EMR, Athena, Glue, OpenSearch

Experience

Amazon web services (aws)

5 roles

Lead Consultant AI & Analytics , AWS ProServe

Promoted

Aug 2022 – Present · 3 yrs 7 mos

Consultant - Data Analytics AWS ProServe

Promoted

Oct 2021 – Jul 2022 · 9 mos

Enterprise American Gaming Company
Modernize legacy EC2 Hadoop Workloads to AWS EMR to reduce cost and achieve better overall performance.
Lead the POC for MapReduce application migration. This was a Wave 0 job that populated most critical tables of their Data Platform and success of this migration was critical to win customer trust for the subsequent migration of 1300 jobs.

AWS EMRMapReduceData MigrationData EngineeringCloud Architecture

Associate Consultant BigData , AWS ProServe

Jan 2021 – Oct 2021 · 9 mos

Enterprise American Broadcasting Customer
Designed and implemented a EMR Spark Explode Utility to parse nested JSON documents up to 5 level deep and built ETL pipelines to load data into Teradata
Built a Python based Bulk API Extraction Framework using ECS and SQS. This solution enabled customer to support peak workloads up to 10 million requests per hour.
Built a custom solution CI/CD Solution to automate and authorize deployments by leveraging BitBucket Webhooks, AWS API Gateway, Lambda, and S3.

EMRSparkETLPythonData EngineeringCloud Architecture

Cloud Solution Engineer - Big Data

Jul 2019 – Dec 2020 · 1 yr 5 mos

Provide real time cloud solutions to major business and enterprise clients along with technical and architectural guidance of various AWS Services primarily EMR, AWS Glue, DynamoDB, Athena, Redshift and AWS Data Pipeline.
Help customers in debugging, optimizing & configuring Spark, Hive (MR & Tez), Presto and troubleshooting Hadoop failures

AWS GlueDynamoDBAthenaRedshiftCloud ArchitectureData Engineering

Cloud Solution Associate - Intern

Feb 2019 – Jul 2019 · 5 mos

Development of ‘Availability Management System’ Tool
Information / visualizations as a ‘Decision Support System Tool’ to managers in granting leaves especially at the time of competing requests from employees
This tool enabled a comprehensive view of the availability of engineers on the floor, based on tenure, skillset and in adccordance with the updated leave policy guidelines.
Technology Stack - React, AWS DynamoDB , AWS RDS – MySQL , Lambda, API Gateway & SQL

ReactAWS DynamoDBAWS RDSLambdaAPI GatewayCloud Architecture

Indian institute of technology, bhubaneshwar

Resarch Intern

May 2018 – Jul 2018 · 2 mos · Bhubaneshwar Area, India

Implemented and explored the performance of various Convolutional Neural Network (CNN) architectures for Image Classification. Developed Regression models for various datasets. Worked on data compression techniques i.e. Auto Encoders & Sparse Coding.

Medha servo drives pvt ltd

Summer Intern

Jun 2017 – Jul 2017 · 1 mo · Hyderabad Area, India

Learned Freescale HCS12 9S12, its pin configuration, Modes of operation and Interrupt priority. Gained deep insights into the working of various Electronic devices equipped in the Locomotives. Used Kiel Development tools with Atmega 8051 to design a GPS module enabled Clock.