Experience

6+ years building AI platforms and distributed systems across fintech, AI training, and GenAI startups. From team lead to senior engineer, focused on production-grade systems that scale.

6+ Years

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

GenAI Architect & Tech Lead

December 2024 - Present

Ahmedabad, India · On-site

Joined Dec 2024 → Promoted to Tech Lead Oct 2025 (10 months)

~70%

LLM cost reduction

15+

AI agents orchestrated

10+

MCP integrations

793

Production commits

Promoted to Tech Lead in October 2025, now leading agentic systems development and LLMOps infrastructure
Architected Agentify, an orchestration layer managing 15+ specialized agents with governance policies and async hand-offs
Engineered Token Optimization Strategy reducing LLM costs ~70% via Cascading Router, routing simple queries to smaller models
Achieved high platform reliability by isolating agent code execution inside E2B micro-VMs
Built eval harnesses and tracing infrastructure for agent reliability scoring, tool-call accuracy, and latency monitoring
Implemented MCP integrations for standardized tool connections across 10+ services with audit trails
Forward-deployed engagements: Agentify ships to Attri.ai's enterprise customers. Own customer scoping, integration design, and post-deployment reliability/cost governance. (1-2 client engagements per quarter.)
Designed multi-tenant SaaS architecture with Stripe billing, budget enforcement, and zero-downtime deployments

Python

FastAPI

MCP

E2B

LangChain

Datadog

Sentry

PostHog

Verify:Agentify Platform GitHub (793+ commits)

Zenarate

Senior AI Engineer

December 2023 - November 2024

Gurugram, Haryana · Hybrid

40%

Faster response times

30%

Reduced downtime

25%

Faster deployments

Implemented LLM-powered conversational AI with prompt engineering, improving response latency by 40%
Built predictive analytics pipelines using Azure CLU/LUIS, boosting reporting accuracy by 15%
Redesigned system architecture reducing downtime by 30% and accelerating AI deployments by 25%
Developed RESTful APIs with FastAPI ensuring secure, scalable backend infrastructure
Deployed scalable systems using AWS, managing infrastructure as code, and ensuring high availability

Python

LLM APIs

AWS

FastAPI

Azure CLU

SQL

MyShubhLife (FinTech)

Software Developer → Team Lead

December 2020 - November 2023

Bengaluru, Karnataka, India

50%

Faster onboarding

10k+

Docs/day processed

500+

LMS users served

92%

OCR accuracy

Promoted to Software Engineering Team Lead (May 2023) leading development of Kautilya LMS, a robust SaaS product
Reduced partner onboarding time by 50% by implementing a streamlined, less tech-dependent onboarding process
Built Heimdall from scratch, an ERP control tool for real-time visibility into partner integrations across 50+ endpoints
Developed Kautilya LMS serving 500+ users with course management, progress tracking, and certification
Built backend services and APIs for loan processing, customer onboarding, and financial analytics
Contributed to NER and OCR pipeline processing 10k+ documents daily for KYC automation with 92% accuracy
Mentored junior engineers, ran code reviews, and facilitated design discussions

Python

Java

AWS

ReactJS

YouTrack

Docker

PostgreSQL

SaaS

Verify:pyluca (64★)

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

Quantifiable impact and highlights across roles

793

Production commits at Attri.ai

15+

Specialized AI agents deployed

99.9%

Platform uptime percentage

10+

LLM models integrated

70%

Reduction in manual work

10k+

Documents processed daily (k)

Deployment frequency improvement

85%

Data entry reduction

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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