Forward Deployed Engineer
Embedding with your team to ship production systems — from architecture to deployment, on-site or remote.
KUNAL KHANNA
Open to FDE, Senior Engineering & Freelance Roles10+ years embedding with client teams to ship 11 production systems — 1M+ bookings processed, 50K+ users supported across SaaS, EdTech, FinTech, CRM, and real estate — building Laravel, Node.js, Next.js, React, React Native, and Python/FastAPI systems with AI/LLM integrations (OpenAI GPT-4, Claude, RAG pipelines) on AWS cloud infrastructure.
Python, FastAPI, Node.js, Laravel, Next.js, React Native, Cloud-Native (12-Factor), Microservices
MySQL, MongoDB, Redis, Supabase, AWS (EC2, Lambda, RDS, SQS), Docker, Kubernetes
OpenAI GPT-4, Claude API, RAG Pipelines, LLMOps, AI Voice Synthesis, Predictive Lead Scoring
OWASP Top 10, OAuth2/OIDC, RBAC, JWT, Stripe, Twilio, Zapier, Auth0
Technical Lead, Agile/Scrum, Sprint Planning, Code Review, Mentoring, Cloud Cost Optimisation
AREAS OF EXPERTISE
Embedding directly with your team to ship production systems end-to-end — requirements, architecture, build, deployment, and handoff. On-site or remote.
Discuss an EngagementCustom-built CRM systems to automate lead tracking, manage customer data, and streamline business workflows for better efficiency.
Request a QuoteScalable SaaS platforms and intuitive admin dashboards designed for multi-user management and complex data visualization.
Discuss ProjectBuilding powerful automation tools and seamless API integrations to eliminate manual work and optimize business processes.
Learn MoreCross-platform mobile applications built with React Native — from booking engines and live tracking to push notifications and offline-ready workflows.
Discuss ProjectIntegrating OpenAI, Claude, and other LLMs into real products — AI-powered lead scoring, voice drops, adaptive study plans, smart search, and AI-assisted development workflows using Cursor and Copilot.
Explore AI Work
EXECUTIVE SUMMARY
I started building software because I watched real businesses lose money to bad tools and broken processes.
Over 10+ years, I've shipped 11 production systems — processing 1M+ bookings and supporting 50K+ users across SaaS, EdTech, FinTech, CRM, and real estate — Python/FastAPI backends, async event-driven architectures on AWS, React/TypeScript frontends, and AI/LLM integrations running in live products.
I care about what happens after the code ships: did it save someone's day? Did the client close more deals? That's what I build for.
Years in Software Development
Production Systems Shipped
TECHNICAL SKILLS
Python, Node.js, PHP, JavaScript, TypeScript — async/event-driven architecture, background task processing
FastAPI, Express.js, Laravel, React, Next.js, Vue.js, React Native, Django ORM / SQLAlchemy (ORM patterns)
MySQL, MongoDB, Redis (caching), Supabase, AWS (EC2, Lambda, RDS, SQS), Azure, GCP, Docker, Kubernetes
Cloud-native (12-factor), HLD/LLD, REST API design, OpenAPI/Swagger, Microservices, Event-driven, CI/CD, Terraform, Helm
OpenAI GPT-4, Claude API, RAG pipelines, LLMOps, AI Voice Synthesis, Predictive Lead Scoring, Kafka (messaging), RabbitMQ patterns
OWASP Top 10, OAuth2/OIDC, JWT, SSL/TLS, RBAC, SAST/DAST practices, Secure SDLC, Dependency scanning
React, TypeScript, Next.js, Vue.js, component-based architecture, state management (Redux/Vuex), modular UI design, Cypress (UI testing)
Technical Lead, Agile/Scrum, Sprint Planning, Code Review, Mentoring, Cloud Cost Optimisation, Stakeholder Management
ENGINEERING CASE STUDIES

AI Sales Automation Platform
Technical Lead & Developer · Team of 4
Insurance agents were losing high-intent leads — average manual follow-up response time was 4+ hours.
Built an async Python-based AI pipeline: GPT-4 conversation scoring, event-driven SQS message queue for voice drop sequences, and ML-based lead prioritisation with a FastAPI backend.
Slashed follow-up overhead by 65%, lifted closure rates by 28%, and cut average lead response time from 4 hours to 8 minutes.

AI Adaptive Learning Platform
Lead Architect & Developer · Team of 3
Generic study tools gave all students identical content, ignoring individual retention gaps and learning pace.
Architected an async Python RAG pipeline and real-time performance tracking engine generating personalised study plans, with a TypeScript/React frontend built on component-based modular UI architecture.
Boosted student retention by 42% and scaled to 50,000+ active users with sub-2s AI response time.

Ride-Hailing Platform
Lead Developer · Team of 6
500+ transport operators needed unified real-time booking and dispatch with event-driven status updates.
Architected an async event-driven backend with SQS message queues for dispatch events, real-time tracking APIs, and AWS auto-scaling infrastructure with full OpenAPI documentation.
Processed 1M+ bookings at 99.9% uptime; operator onboarding time reduced from 2 days to 4 hours.

Real Estate SaaS
Full Stack Developer · Team of 4
200+ real estate firms needed automated property data retrieval and async workflow orchestration at scale.
Implemented an async Laravel (PHP) data pipeline with AWS SQS event queues, an automated property retrieval engine, and cloud-native multi-tenant SaaS architecture on 12-factor principles.
Reduced manual operations by 45%; processes 10,000+ property records daily across 200+ firms.
Real Estate Investor Platform
Technical Lead · Team of 5
Investors had no unified platform to run cross-channel marketing campaigns across millions of property records.
Formulated the system architecture, REST API layer with OpenAPI documentation, and event-driven campaign engine with async background processing.
Sustained 99.9% uptime on millions of records; campaign launch time reduced from days to under 1 hour.
ADDITIONAL ENGINEERING WORK
Custom Corporate Lead & Workflow Engine
Processed 10,000+ leads through automated workflows, cutting manual follow-up time by 60% and boosting team efficiency by 3x.
Intelligent Property Analysis & Marketing Ecosystem
Reduced manual data processing by 50% and improved reporting speed by 50%, enabling faster investment decisions across multiple firm portfolios.
Scalable User & Internal Workflow Infrastructure
Served 500+ active business users with page load times under 1.2s, reducing support tickets by 40% through improved UX and backend optimization.
Cross-Platform Cab Booking Mobile Application
Delivered a seamless mobile experience for 500+ operators already on the platform, extending reach to iOS and Android users.
Secure Enterprise Cloud Collaboration
Successfully achieved sub-second document retrieval speeds and onboarded dozens of high-value corporate accounts.
Secure Collaborative Banking Infrastructure
Digitized 100% of critical banking workflows and drastically improved inter-bank communication speed for 15+ institutions.
Unified Digital Content & Identity Platform
Unified digital presence for enterprise accounts and improved organizational publishing efficiency by over 55%.
WORK EXPERIENCE
Led a team of 8–12 engineers across 3 concurrent product streams
Team of 5–6 engineers
Team of 3–4 engineers
Karni IT Service Pvt Ltd — Independent contributor
Girnar Technology — Independent contributor
ENGINEERING PROOF
"Leading a team of 8–12 engineers across 3 concurrent product streams, delivering cloud-native, event-driven SaaS platforms on Python, Node.js, and AWS microservices."
2022 - Present | Role: Team Leader / Technical Lead
Leading a team of 8–12 engineers across 3 concurrent product streams, delivering cloud-native, event-driven SaaS platforms on Python, Node.js, and AWS microservices.
Available For Senior RolesReduced API response time by 40% and sustained 99.9% uptime across client deployments. Established CI/CD with GitHub Actions, Docker, and Kubernetes — cutting regression bugs by 60% and deployment cycles to under 2 hours. Reduced monthly AWS spend by 25%.
Architected an async event-driven backend with SQS message queues for dispatch events and full OpenAPI documentation. Processed 1M+ bookings at 99.9% uptime for 500+ transport operators. Reduced operator onboarding time from 2 days to 4 hours.
Slashed manual follow-up overhead by 65% with GPT-4 scoring and event-driven voice drop sequences. Lifted closure rates by 28% for top-tier insurance partners through predictive lead scoring. Cut average lead response time from 4+ hours to 8 minutes.
Formulated the system architecture, REST API layer with OpenAPI documentation, and event-driven campaign engine with async background processing. Sustained 99.9% uptime on millions of records. Reduced campaign launch time from days to under 1 hour.
Implemented an automated property retrieval engine in Laravel with AWS SQS event queues, built on 12-factor principles. Reduced manual operations by 45%. Processes 10,000+ property records daily across 200+ real estate firms.
Delivered sub-second document retrieval through optimized storage indexing and access control logic. Onboarded dozens of high-value corporate accounts onto a security-hardened cloud platform. Implemented automated project-based permission management, reducing admin overhead significantly.
Architected an async Python RAG pipeline generating personalised study plans, with a TypeScript/React component-based frontend. Boosted student retention by 42%. Scaled to 50,000+ active users with sub-2s AI response time.
PROFESSIONAL STRENGTHS
From fintech CRMs to EdTech platforms, every system I've built has gone live — serving real users across insurance, real estate, and SaaS industries.
At Profit Closer CRM, manual overhead was the real issue — not just missing features. I built automated follow-up sequences that cut it by 65% and lifted closure rates by 28%.
AcePrep scaled from zero to 50,000 active users on infrastructure I architected. PLM Cloud processes 10,000+ property records daily across 200+ firms on async Laravel + AWS SQS pipelines I built.
Profit Closer and REIControl pair Laravel/PHP application cores with Python/FastAPI services for AI pipelines and async processing — I design, build, and migrate hybrid Laravel/FastAPI systems that let each stack do what it does best.
REIControl runs at 99.9% uptime managing millions of property records. Safar Cabby processed 1M+ bookings with zero downtime during peak hours.
Led multi-year engagements at Lucenta Solutions, Safar Cabby, and AcePrep — a track record that speaks to delivery quality and trust built over time.
CONTACT
I’m currently open to job opportunities and freelance work. If you’re looking for a developer to build or improve your system, feel free to reach out.