Haresh, agentic workflow engineer

Haresh

Senior Agentic Workflow Engineer

Ho Chi Minh City, Vietnam · UTC+7 · 8 years of experience

Haresh focuses on bounded agent workflows with durable state, explicit permissions, and human review.

Request a shortlist

Why this profile fits

Bounded agent behavior

Models workflows as explicit states, permissions, and stop conditions instead of relying on unconstrained autonomy.

Durable execution

Handles retries, idempotency, long-running work, exception queues, and recovery across business systems.

Human accountability

Keeps consequential actions reviewable and gives operators enough context to approve, correct, or escalate.

Relevant toolkit

PythonLangGraphMCPTemporalHuman-in-the-loop

Delivery evidence

Selected work

LLM-Assisted Schema Mapping Engine

Fintech scale-up

Built an internal engine where Claude proposes column-level mappings and transformation rules between a legacy core-banking schema and a new PostgreSQL model, with engineers approving each suggestion. It reduced manual mapping work by around 70% and produced a full field-by-field audit trail that compliance reviewers could sign off on.

PythonAnthropic Claude API

Legacy CRM to Modern Data Platform Migration

Insurance carrier

Led the migration of 18 years of policy and claims data from a legacy CRM into a governed Snowflake warehouse. GPT-assisted profiling generated data-quality expectations automatically, and the phased cutover finished with zero reported data-loss incidents and 99.9% reconciliation parity across critical tables.

PythonApache Airflow
View more profile detail →

Relevant experience

Career timeline

Senior Forward-Deployed Engineer

2023–Present

Devlyn (part of ViitorCloud) · Ho Chi Minh City / Remote

  • Embedded inside client product teams to own AI-assisted data migrations end to end, taking four legacy modernization programs from prototype to production, each cutting over 20M to 220M rows with under an hour of downtime.

Senior Software Engineer

Sep 2016–Present

ViitorCloud Technologies · Ahmedabad, Gujarat, India

  • Delivered ELT and migration pipelines for insurance and fintech data platforms, moving 40+ source systems into a governed Snowflake and PostgreSQL warehouse on schedule across three client engagements.

Software Engineer

Sep 2016–Sep 2022

ViitorCloud Technologies · Ahmedabad, Gujarat, India

  • Built REST APIs and React interfaces for B2B logistics and e-commerce clients, shipping features weekly inside their existing product and release process.

Skill depth

Show experience in context.

VerbalCommunicationDomainUnderstandingProblemSolvingCodeQualitySystemDesignDeliverySpeed
Competency shapeAssessment across the same six dimensions used for every profile.

Relevant experience by skill

Python8 years
PostgreSQL & SQL8 years
Data Migration & ETL7 years
TypeScript6 years
React6 years
Docker & CI/CD6 years
REST & GraphQL6 years
LLM APIs (Claude / GPT)3 years
See the complete skill index

Languages

PythonTypeScriptJavaScriptSQLBashGo

Frameworks

FastAPIReactNext.jsDjangoNode.jsAstro

Libraries/APIs

Anthropic Claude APIOpenAI GPT APILangChainLangGraphPandasPolarsSQLAlchemyPydanticdbtAlembicGreat Expectations

Tools

DockerGitHub ActionsGitLab CIApache AirflowDagsterTerraformPostmanSentry

Paradigms

ETL / ELTData MigrationChange Data CaptureRAGIdempotent PipelinesTest-Driven DevelopmentEvent-Driven ArchitectureDomain-Driven Design

Platforms

AWSGCPDatabricksVercelCloudflareKubernetes

Storage

PostgreSQLpgvectorSnowflakeRedisMySQLMongoDBAmazon S3BigQuery

Other

Prompt EngineeringLLM EvalsData ReconciliationEntity ResolutionPII AnonymizationSchema MappingObservability

Education

Formal background

Bachelor of Engineering, Computer Science and Engineering

Ho Chi Minh City University of Technology (HCMUT) · 2014–2018 · Graduated with Distinction, GPA 3.6/4.0

Credentials

Certifications

Salesforce Certified MuleSoft Developer

Salesforce · 2022 · Certified

UiPath Certified Professional Agentic Automation Professional

UiPath · 2026 · Certified

Communication

Languages

Vietnamese

Native

English

Professional

Japanese

Conversational

More examples

Similar Agentic Workflow Engineer profiles.