Experience

5+ years of full-time engineering across fintech, conversational AI, and GenAI platforms, plus a 2020 internship and freelance stint. From first-time team lead to Tech Lead, focused on production-grade systems that scale.

5+ Years Full-Time

5 Companies

GenAI · Fintech · SaaS

Professional Timeline

Progression from intern to tech lead, building increasingly complex systems and leading high-impact projects.

Attri.ai

Current

Tech Lead (joined as Senior Software Engineer)

December 2024 - Present

Ahmedabad, India · Remote with daily US Pacific overlap

Joined Dec 2024 as Senior Software Engineer → Promoted to Tech Lead Oct 2025

Agentify

Multi-agent platform architected

15+

Specialized agents in production

Regulated US verticals delivered

208

Repos on the CI/CD kit I built

Promoted to Tech Lead in October 2025; lead agentic systems development, LLMOps infrastructure, and the Agentify core team I hired
Architected Agentify, an orchestration layer managing 15+ specialized agents with governance policies, replay, and human-in-the-loop checkpoints
Engineered the Cascading Router cost strategy: simple queries to small models, complex tool-use to frontier models, per-tenant token budgets
Led E2B micro-VM sandboxing for agent code execution (built with the Agentify team) and MCP integrations across 10+ tool services with audit trails
Built eval harnesses and tracing infrastructure for agent reliability scoring, tool-call accuracy, and latency monitoring
Customer-facing technical lead: own customer scoping, integration design, and post-deployment reliability and cost governance across enterprise engagements in regulated US verticals
Designed multi-tenant SaaS architecture with Stripe billing, budget enforcement, and zero-downtime deployments; architected the multi-cloud on-prem fork for regulated customers
Built attri-dev-kit, the org-wide CI/CD platform with AI-specific guardrails, rolling out across 208 internal repos

Python

FastAPI

MCP

E2B

LangChain

Datadog

Sentry

PostHog

Verify:Agentify Platform Case studies (anonymized)

Zenarate

Software Engineer III

December 2023 - November 2024

Gurugram, Haryana · Hybrid

CLU / LUIS

Conversational features on Azure

AWS

Transcription pipeline cost + performance

FastAPI

REST + WebSocket APIs

Built conversational features for the contact-center training simulation platform on Azure Conversational Language Understanding (CLU) and LUIS: intent and entity handling for simulated customer conversations
Optimized the AWS transcription pipeline for performance and cost
Re-architected the simulation backend with health-gated rollouts and per-service circuit breakers for faster, safer deploys
Designed REST and WebSocket APIs with FastAPI for the real-time simulation layer
Managed AWS infrastructure as code with high-availability rollouts

Python

Azure CLU

LUIS

AWS

FastAPI

SQL

MyShubhLife (FinTech)

Software Developer → Software Engineer Team Lead

December 2020 - November 2023

Bengaluru, Karnataka, India

Kautilya

Post-disbursal loan workflows

Heimdall

Mini ERP I proposed and built with the team

May 2023

Promoted to Team Lead

Engineers on my team (4 dev + 2 QA)

Promoted to Software Engineer Team Lead (May 2023); led a team of four developers and two testers on the partner-onboarding side of the lending product
Built post-disbursal loan workflows in Kautilya, the loan management system (disbursements, write-offs, waivers, refunds), working directly with the AVP and the finance and operations teams
Proposed Heimdall, an internal mini ERP for operating Kautilya's loan workflows, to the AVP and CTO, then built it with the team
Built backend services and APIs for loan processing, customer onboarding, and financial analytics
Ran OCR and NER proofs of concept for KYC document extraction (PAN, Aadhaar) and evaluated lower-cost approaches with the data science team; we picked HyperVerge on cost and results
Mentored junior engineers, ran code reviews, and facilitated design discussions

Python

Java

AWS

ReactJS

YouTrack

Docker

PostgreSQL

SaaS

Verify:pyluca (66★)

IDRONECT & Freelance

Full Stack Developer

July 2020 - November 2020

Remote

Months combined

Drone + E-Commerce

Focus areas

Developed real-time drone processing web app using ReactJS and NodeJS at IDRONECT
Designed and implemented high-performance Drone Simulator using CesiumJS
Built full-stack e-commerce platform with admin panel for inventory and orders
Integrated RESTful APIs and responsive frontend components

ReactJS

NodeJS

CesiumJS

Python

Java

Actonate Technologies

Software Developer Intern

January 2020 - June 2020

Vadodara, Gujarat · On-site

Months internship

Streaming

Focus area

Worked on live project using ReactJS, NodeJS, and Java
Collaborated with team leads to translate complex use cases into functional features
Contributed across product development lifecycle from design to deployment
Leveraged expertise in streaming protocols to enhance real-time functionality

ReactJS

NodeJS

Java

Postman

Streaming

Key Achievements

Scope, ownership, and highlights across roles (self-reported, dated where it matters)

Years of full-time engineering (since Dec 2020)

15+

Specialized agents in Agentify (production)

Regulated US verticals delivered at Attri.ai

208

Internal repos on the CI/CD kit I built

AI projects tracked in the provider registry I own

AI projects where I am listed Tech Owner (of the 27)

Engineers in the first team I led (MyShubhLife)

GitHub stars on pyluca (contributor)

How I Work

My approach to engineering, collaboration, and building reliable systems

Collaboration & Communication

Clear, proactive communication and comprehensive documentation. Regular design reviews, pair programming, and knowledge sharing sessions are essential.

Active participation in technical discussions, architecture proposals, and ensuring alignment across engineering, product, and stakeholders.

Code Quality & Best Practices

Focus on maintainability through comprehensive testing, thoughtful abstractions, and clear naming conventions. Every line of code is an investment in future velocity.

Advocating for automated testing, continuous integration, code reviews, and refactoring cycles.

Infrastructure & Observability

Proactive monitoring, cost optimization, and scalable architecture. Systems designed to be observable from day one with proper logging, metrics, and alerting.

Thinking about failure modes, circuit breakers, retry logic, and graceful degradation for reliability.

Looking for a Senior Engineer?

I'm open to opportunities in GenAI platforms, distributed systems, and AI infrastructure. Let's discuss how I can contribute to your team.

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