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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

Tech Lead (GenAI Architecture)

December 2024 - PresentAhmedabad, India · On-site
~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
  • Designed multi-tenant SaaS architecture with Stripe billing, budget enforcement, and zero-downtime deployments
Python
FastAPI
MCP
E2B
LangChain
Datadog
Sentry
PostHog

Zenarate

Senior AI Engineer

December 2023 - November 2024Gurugram, 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 2023Bengaluru, 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

IDRONECT & Freelance

Full Stack Developer

July 2020 - November 2020Remote
5
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 2020Vadodara, Gujarat · On-site
6
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)

5x

Deployment frequency improvement

85%

Data entry reduction

Tech Ecosystem

Technologies, frameworks, and tools I work with across different domains

Core Stack

PythonRustTypeScriptSQLBash

Agentic Architecture

LangChainLangGraphAutoGenMCPE2BRAGMulti-Agent Orchestration

LLM Reliability

Eval HarnessesTracingObservabilityPrompt Injection DefenseGolden Sets

Cloud & Platform

AWSAzureDockerKubernetesTerraformDatadogSentry

FinOps & Governance

Token OptimizationCost RoutingAudit TrailsBudget EnforcementPolicy Gates

Databases & Storage

PostgreSQLpgvectorMongoDBRedisElasticsearchSupabase

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.