Ishank Agarwal

AI Researcher

Greater Delhi, Delhi, India5 yrs 7 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Expert in AI and MLOps with extensive cloud experience.
  • Proven track record in full-stack development and architecture.
  • Strong background in automating complex workflows and integrations.
Stackforce AI infers this person is a Full-Stack Developer with expertise in AI and Cloud Computing.

Contact

Skills

Core Skills

Software ArchitectureAi AgentsInfrastructure As CodeFull-stack DevelopmentSoftware Development

Other Skills

API GatewayAPI GatewaysAWSAWS CDKAWS CloudFormationAWS CloudTrailAWS LambdaAWS OpenSearchAWS SageMakerAWS Step FunctionsAmazon BedrockAmazon DynamoDBAmazon EKSAmazon S3Amazon SQS

About

Technical Experience : 8 years. 1.Devops & CI/CD tools : Docker, Kubernetes, Jenkins, AWS CloudFormation(IAC), Serverless-Lambda Sam, Glue, EKS, Api Gateway, Fargate, Ec2, Ecs, Cloudfront, Stepfns, Azure PowerApps, Sqs, Sns, Transit Gtw, Dynamics 365, Terraform, SonarQube, ArgoCD, Istio. 2.AI Tools : MCP servers, Claude, OpenAi apis, Strands, Bedrock, Agentcore, AI Gateway, AI security, GenAI, Sagemaker, Foundation models, RAG, GraphRAG, Fine Tuning. 3.Backend environments & libraries : Fastapi, Nodejs, Pm2, Kafka, gRpc, Springboot. 4.Databases : MongoDB/Dynamodb, Postgres, Redis, Elasticsearch, Oracle, OpenSearch, Pinecone, Faiss, Dataverse 5.Frontend frameworks & libraries : ReactJs/Nextjs, Angular, Ngrx, Redux, Single-Spa / NX (Micro-Frontend Framework), Html, Css, GraphQl 6.Application Monitoring tools : Prometheus, Grafana, Cloudwatch, Xray, Cloudtrail, Appconfig, Security Hub, SSM, EventBridge rules 7.Programming Languages : Javascript, Typescript, Python, Java, C#, Data Structures & Algorithms. 8.Machine Learning, Deep Learning, MLOps, GitOps, Bigdata Architecture, Jira, Git, OAuth, Sso Saml, Okta, confluence.

Experience

5 yrs 7 mos
Total Experience
1 yr 5 mos
Average Tenure
2 yrs 6 mos
Current Experience

Adp

2 roles

Senior AI Engineer

Nov 2025Present · 7 mos

  • As a Senior Software engineer, in a tech team of 4 members, I architected the Workforcenow integration for large vendors to handle thousands of clients per vendor. Techstack:
  • Springboot,Java, React, Aws Stepfn, Lambda, Ec2, Eventridge, Ssm, Sns, Sqs, Security Hub, Jenkins, Snyk, Python, Typescript, Nodejs, Lanchain, Llm, openai apis, bedrock.
  • 1. Created AI-powered knowledge system using ColPali + Pinecone to index PDFs, charts, terminal manuals converted to images; integrated Claude + Bedrock for contextual Q&A over image-based knowledge. Built natural-language to Postgres query engine using LLMs to translate questions  to SQL to give structured/graph output, with schema validation + guardrails + caching.
  • 2. Delivered multi-environment AWS infrastructure using CDK for API Gateway, Lambda, S3, RDS, IAM, networking, logging, monitoring; created archival + retention strategies for telemetry.
  • 3. Implemented Azure AD SSO + RBAC for cross-BU authentication, integrating SCIM-based entitlement mapping and policy guards.
  • 4. Built self-hosted Grafana dashboards powered by CloudWatch + Postgres metrics to track Lambda/API usage, freight KPIs, tank water trends, DB performance; reduced MTTR through proactive alerting.
  • 5. Built backend services in Python (FastAPI) for freight lookup, tank attribute computation & scheduling workflows; optimized service latency and introduced schema-driven request/response validation
  • 6. Engineered advanced Postgres procedures, functions, materialized views, & warehouse-ready models; defined ingestion models in partnership with the Data Engineering team.
SpringbootJavaReactAWS Step FunctionsLambdaEC2+16

Senior Software Engineer - Cloud/AI

Nov 2023Oct 2025 · 1 yr 11 mos

  • As a Senior Software engineer, in a tech team of 4 members, I architected the Workforcenow integration for large vendors to handle thousands of clients per vendor. Techstack: Springboot,Java, React, Aws Stepfn, Lambda, Ec2, Eventridge, Ssm, Sns, Sqs, Security Hub, Jenkins, Snyk, Python, Typescript, Nodejs, Lanchain, Llm, openai apis, bedrock.
  • 1. Worked on AI automation using Foundation Models/OpenAi apis, Langchain, to automate integrations for new clients using the previous integrations as knowledgebase using Retrieval Augmented Generation (RAG), Lora. Used AI gateway, guardrails for AI security, vulnerability scanners and tools for Sensitive data discovery & masking, bias & toxicity detection, large-scale data lake privacy.
  • 2. Developed Fullstack application built in React(Frontend), Springboot(Backend microservices), Kubernetes for hosting the connectors for all vendors with multiple thousand clients. Performed end-to-end unit tests. Built Disaster recovery architecture with Multi-Site Active-Active Architecture for WorkforceNow for highest availability,minimal downtime and cross region replication of data.
  • 3. Covered entire Cloud infrastructure using Infrastrucutre as code (IAC) using cloudformation Cdk, Sam for Stepfns, lambda, s3, secrets manager, cloudwatch logs, VPC, subnets, security groups, etc.
  • 4. Followed regular checks on Cloud compliance security standards for all Aws resources and enforced them using Ssm automations, Security Hub, Guarduty, Inspector services on Aws.
  • 5. Enforced automations on malicious activity, enhanced security, and Cloud Compliance programto auto-remediate actions and send notifications to dev team via Sns subscriptions.
  • 6. Enforced Cloud security and compliance standards for all resources like (CIS) AWS Foundations Benchmark, NIST 800-53, PCIDSS, FSBP.
SpringbootJavaReactAWS Step FunctionsLambdaEC2+15

Martinrea international

Senior Software Engineer

Sep 2022Dec 2022 · 3 mos · Vaughan, Ontario, Canada · On-site

  • As a Senior Developer, I led the Tech Team of 5 members for automating the Equipment Procurement workflow which integrates directly to manufactures ecommerce site, dealer/vendor networks allowing the business to secure low-rate term financing for equipments. Techstack: Java, Springboot, MongoDB, Docker, Kubernetes, Redis, Python, Angular, React, Typescript, Javascript, AWS, Agile
  • 1. Managed Cloud Operations of Global Headquarters located in Vaughan for all offices located in 60 states all over the world including Active Directory for 15,000 employees, their roles and permissions.
  • 2. Architected and implemented a real-time bidirectional data transfer mechanism between Microsoft PowerApps CRM and the Agent Portal, utilizing the Dataverse Web API in conjunction with scheduled cron jobs.
  • 3. Performed compliance assessments within the AWS environment, including evaluations against standards such as CIS AWS Foundations, PCI DSS through the utilization of AWS CloudTrail.
  • 4. Configured Web Application Firewall (WAF) to protect web-facing applications and APIs against common exploits.
  • 5. Constructed CI/CD pipelines for the entire development lifecycle, integrating tools such as GitHub Actions, AWS CodePipeline, AWS CodeCommit, AWS CodeBuild, and AWS CodeDeploy, all Infrastructure created with Infrastructure as Code (IAC) using Cloudformation Cdk.
  • 6. Made Power BI dashboards for sales/revenue/profit reports via data integration with Dataverse.
JavaSpringbootMongoDBDockerKubernetesRedis+7

Biz2credit

2 roles

Senior Software Engineer

Promoted

Mar 2021Jul 2022 · 1 yr 4 mos

  • As a Senior Developer working on projects for HSBC-US, Acap, and Windsor Capital, my duties include ideation process management, creating scalability test plans for diverse projects that include all metrics and test cases, mentoring teams on incremental software development, and writing code.
  • 1. Decision-making Rule-Engines - Automated Loan decisions based on Artificial Intelligence Predictive Models trained on historical Banking data. These enabled to take decisions on loan application within few hours.
  • 2. Architected and developed a software solution to automate the operation of a data warehouse that cut the daily effort by 40% and replaced bugs with proactive validation. With a cronjob that transmits data to the client each day, this process allowed project managers and other stakeholders to stay current with structured data throughout the whole platform, which was the main purpose of their client-specific data warehouse.
  • 3. Automated dynamic workflows in the orchestration service to perform bunch of resource-intensive operations on the server side for multiple operations.
  • 4. Implemented Multi-Tenant Architecture for different clients for isolation of data, better scalability and security of data through resource pooling.
  • 5. Server-side Service Discovery for determining network locations and load balancing requests across them. Used heartbeat mechanism to refresh the service instance's registration.
  • 6. Implemented Streaming to scale up the efficient transfer of 1,00,000+ documents daily to an SFTP server at a specified time
  • 7. Worked on various services including SBA (Small Business Administration, USA) and IRS(Income Tax Revenue, USA), Equifax, & Experian where my role makes backend apis and frontend code relating to perform credit checks on customers, fetching user background information, making documents, etc. thereby using these in our platform.

Software Engineer

Sep 2020Mar 2021 · 6 mos

  • 1. Worked on Orchestration service which adds a layer of security and routes all requests to the required service and brings back the response with minimal latency
  • 2. Wrote 10+ Cronjobs for various tasks, such as customer notifications, making orders from third-party services, triggering loan application decisions, etc.
  • 3. Worked on automated report generation of Monthly invoices of Clients to Biz2x through cronjobs which sent notifications for the same.
  • 4. Architected Frontend libraries for the white-label project which can be inherited in other projects as an abstraction layer which were installed as npm-packages from external repos. Exported each component & events with dynamic Css and dynamic form capabilities.

Biz2x

Software Engineer

Sep 2020Jul 2022 · 1 yr 10 mos

  • 1. Worked on Orchestration service which adds a layer of security and routes all requests to the required service and brings back the response with minimal latency
  • 2. Wrote 10+ Cronjobs for various tasks, such as customer notifications, making orders from third-party services, triggering loan application decisions, etc.
  • 3. Worked on automated report generation of Monthly invoices of Clients to Biz2x through cronjobs which sent notifications for the same.
  • 4. Architected Frontend libraries for the white-label project which can be inherited in other projects as an abstraction layer which were installed as npm-packages from external repos. Exported each component & events with dynamic Css and dynamic form capabilities.

Algoscale technologies, inc.

Software Engineer - Full Stack Developer

Dec 2019Sep 2020 · 9 mos

  • Techstack worked on: - Springboot, Java, MySQL, Elasticsearch, Docker, Single-Spa (Micro-Frontend Framework), React, Redux, sequelize, Agile
  • 1. Ecatalogue module – (Hospital Supply-Chain client project) Central repository of all products and classifications and suppliers.
  • I. Improved the rendering speed by 50% by using performance optimization techniques on microservice backend rest apis and frontend restructuring.
  • II. Rewriting enterprise applications to increase build stability. Code and branch coverage increase to 80% or above, end to end tests added in jest, documentation created.
  • 2. Global Supplier/Hospital Dashboard - In this Hospital supply chain project, I worked on making apis in springboot
  • I. Developed the Frontend as well as backend for this Module. Apis were made in Springboot.
  • II. Elasticsearch database for faster reads & and reduced latency for the dashboard, using MongoDB as the primary database for writes. Used libraries for syncing up the data between Elasticsearch & MongoDB to maintain consistency.
  • 3. Preference Card Dashboard Module - Hospitals could request supplies from the above Global Supplier Dashboard and order.
  • Role - both Frontend & Backend developer
  • 4. User Management module - Maintained roles and permission for suppliers, hospitals, for different levels in the organization.
  • Used - MySQL Relational database, sequelize ORM and Springboot.
  • 5. Speaker at a Tech Talk on Scalable Frontend Development in the company. Covered all areas of frontend development to optimize the product and make it scalable.

Classplus

Software Engineer - Full Stack Developer

Jun 2019Dec 2019 · 6 mos

  • 1. Mass App Publishing platform - Made an in-house portal to automate the publishing of client mobile apps from the portal to the Google Playstore in a few clicks. Techstack used - Reactjs, Java, Firebase.
  • 2. Internal Analytics Dashboard - Made this Portal for Customer Success Managers of the company which displays all statistics of clients using the Classplus app and displayed all the client information. Techstack - ReactJs, Redux, Techstack worked on:- ReactJs, Redux, Springboot, MySQL, Agile
SpringbootJavaMySQLElasticsearchDockerReact+2

Radix info solutions (p) ltd

Big Data Developer

Mar 2018Aug 2018 · 5 mos

ReactJavaFirebaseFull-Stack Development

Education

Jaypee Institute Of Information Technology

Bachelor of Technology (BTech) — Computer Science

Lambton College

Postgraduate Degree — Computer Software Engineering

St. Mary's Academy

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