Pratik, agentic workflow engineer

Pratik

Senior Agentic Workflow Engineer

Buenos Aires, Argentina · UTC-3 · 7 years of experience

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

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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

Field Triage Assistant

Mid-market logistics operator

Embedded with a dispatch center to replace manual email triage. I built a retrieval-augmented Claude assistant that classifies, prioritizes, and drafts replies to inbound operational email, wired into the existing ticketing system, then ran a staged rollout across three depots. Median handling time fell 41 percent and agent adoption reached 92 percent within a month.

PythonFastAPI

Underwriting Copilot

Consumer fintech lender

Built a human-in-the-loop underwriting copilot that extracts, summarizes, and flags risk across loan document packages. Reviewers keep the final say while the model handles the first pass, and every output is logged for audit. Manual review time per file dropped from 35 minutes to 9, roughly tripling throughput without adding headcount.

TypeScriptNode.js
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Relevant experience

Career timeline

Senior Forward-Deployed Engineer

2023–Present

Devlyn (embedded client engagements) · Remote, Argentina (US and EU hours)

  • Embedded as the sole engineer inside 6 client product teams across fintech, logistics, and healthtech, owning AI features from customer-embedded discovery to production rollout with no handoff gaps.

Technical Lead

Dec 2022–Present

ViitorCloud Technologies · Ahmedabad, Gujarat, India

  • Delivered 11 embedded engagements translating messy field requirements into shipped AI and automation features for mid-market and scale-up clients.

Senior Software Engineer

Oct 2021–Dec 2022

ViitorCloud Technologies · Ahmedabad, Gujarat, India

  • As SSE the main role is project management, team handling, and client communication. However, Calenso is a purely agile based model product led by me. From the requirement gathering to grooming and development to deployment everything is being handled by me and we have 5 members of the team.

Skill depth

Show experience in context.

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

Relevant experience by skill

Python7 years
Postgres7 years
TypeScript6 years
React6 years
Docker5 years
FastAPI4 years
Claude / LLM APIs3 years
Retrieval-Augmented Generation3 years
See the complete skill index

Languages

PythonTypeScriptJavaScriptSQLBash

Frameworks

FastAPIReactNext.jsNode.jsExpressDjango

Libraries/APIs

Claude APIOpenAI GPT APILangGraphLangChainpgvectorPydanticRESTGraphQL

Tools

DockerGitHub ActionsGitLab CIOpenTelemetrySentryPostmanLinear

Paradigms

Retrieval-Augmented GenerationAgentic WorkflowsHuman-in-the-LoopEvent-Driven ArchitectureEvaluation-Driven DevelopmentTest-Driven Development

Platforms

AWSGCPVercelCloudflareKubernetes

Storage

PostgrespgvectorRedisS3SQLite

Other

Prompt EngineeringLLM EvalsObservabilityFeature FlagsIncident ResponseStakeholder Management

Education

Formal background

Ingeniería en Sistemas de Información, Software Engineering

Universidad Tecnológica Nacional (UTN) · 2013–2019 · Graduated with distinction in final-year software project

Diplomatura, Applied Artificial Intelligence

Universidad de Buenos Aires (UBA) · 2022–2022

Credentials

Certifications

AWS Agentic AI Demonstrated

Amazon Web Services · 2026 · Certified

Salesforce Certified Agentforce Specialist

Salesforce · 2024 · Certified

Communication

Languages

Spanish

Native

English

Fluent

Portuguese

Conversational

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