Bijith
Meethale Kondayattu
Forward Deployed Engineer • AI & Agentic Systems
About Me
From writing my first lines of code in 2011 to embedding with enterprise customers to ship production AI today, my 14+ year journey has been driven by one constant: turning emerging technologies into tangible business impact.
I am a Forward Deployed Engineer with 14+ years delivering enterprise software, cloud and integration solutions - including the last 3+ years specializing in GenAI and Agentic AI engineering. I partner directly with enterprise customers to understand business challenges and rapidly design, prototype and deploy production-ready AI applications using Python, FastAPI, LangChain, LangGraph, AWS Bedrock and OpenAI-compatible APIs.
My expertise spans Agentic AI, Model Context Protocol (MCP), Retrieval-Augmented Generation (RAG), enterprise API integration and cloud-native solution architecture - with a proven track record of leading solutions from customer discovery through production deployment and technical enablement.
That path ran from programmer to team lead to project manager to engineer, and it has been defined by one principle: accountability in delivering measurable impact. Whether architecting serverless solutions, managing enterprise healthcare integrations, or building multi-agent systems, I bring technical depth, customer empathy, and a record of on-time delivery. PMP® and PMI-CPMAI® certified.
Open to opportunities in Forward Deployed Engineering, AI & Agentic Systems Engineering, and Enterprise AI Solutions Architecture roles where innovation meets execution.
Core Expertise
Hands-on skill set spanning AI engineering, full-stack development, cloud architecture, and customer delivery
💡 Click on any segment of the donut chart to explore detailed skills
AI & LLM Engineering
95% Proficiency
Professional Journey
14+ years of progressive experience
Forward Deployed Engineer
Algonex Technologies
Singapore
Nov 2025 - Present
Partner directly with customers to transform ambiguous business requirements into production-ready AI and cloud solutions, owning discovery, architecture, rapid prototyping, implementation, deployment, UAT and technical handover.
AI Solutions Engineer
Techspire Innovations PTE LTD
Singapore
Oct 2024 - Oct 2025
Led the design and delivery of an enterprise HR AI Assistant using AWS Bedrock, enabling secure conversational access to HR policies and real-time employee information for more than 500 employees.
Technical Project Manager - Data Analytics & AI
Synapxe - HealthTech Agency of Singapore
Singapore
Jun 2022 - Sep 2024
Led end-to-end delivery of enterprise-scale data integration, analytics and AI programs across Singapore's public healthcare clusters, managing cross-functional teams and stakeholders across varying technical maturity levels with full SDLC governance.
Project Manager - Data Analytics
Ugam Solutions Pvt Ltd
Coimbatore, India
Apr 2016 - Dec 2021
- •Led end-to-end delivery of data and analytics projects across Asia Pacific, North America, MENA, and Europe, achieving 100% on-time delivery through data-driven resource optimization and proactive risk management
- •Managed geographically distributed teams across multiple time zones, developing performance improvement frameworks that enhanced team efficiency by 40% and reduced attrition by 30%
Team Lead - Data Analytics
Ugam Solutions Pvt Ltd
Coimbatore, India
Feb 2011 - Apr 2016
- •Provided technical direction for strategic projects while managing 15+ member teams including programmers, senior developers, and project leads
- •Enhanced team productivity by 20% through collaborative environment initiatives and continuous training programs
Projects
Production AI and cloud solutions delivered for enterprise customers
Dispatch Desk
Approval-gated email automation
An email workbench for client-facing teams: it triages, drafts and schedules against a live mailbox at machine speed, then stops for a human decision before anything is sent.
TravelNexAI
Multi-agent travel planning
A multi-agent travel-planning application implementing ReAct orchestration, human-in-the-loop approvals, six AI tools and real-time streaming.
AWS Certification Assistant
Grounded enterprise search
An advanced RAG assistant implementing metadata filtering, contextual compression, grounding verification and state-machine orchestration for accurate enterprise search.
ServiSync
Cloud-native service centre platform
Modernized paper-based service-center workflows into a role-based AWS solution with GST invoicing, WhatsApp integration, CI/CD and comprehensive API and end-to-end testing.
Material Request Nexa
Procurement platform for a UAE customer
A procurement platform with 20+ REST APIs, supplier quotation management, notifications and multi-currency processing, reducing manual procurement effort by over 70%.
Baby Care App
Offline-first mobile application
An offline-first mobile app built through an AI-assisted engineering workflow spanning architecture, implementation, testing, code review and production deployment.
Certifications & Education
Professional Certifications
PMI-CPMAI®
Cognitive Project Management for AI
Project Management Institute
Oct 2025 - Oct 2028
PMP®
Project Management Professional
Project Management Institute
Mar 2024 - Mar 2027
AWS Certified Cloud Practitioner
Amazon Web Services
Amazon
May 2023 - May 2026
View CertificateData Landscape of GenAI for Project Managers
Project Management Institute
Sep 2024
View CertificateMulti AI Agent Systems
Multi-Agent Orchestration & Design
DeepLearning.AI
Oct 2024
Education
Master of Computer Application (MCA)
Bharathiar University
Computer Programming, Specific Applications
2007 - 2010
B.Sc Computer Science
University of Calicut
Computer Programming
2003 - 2006
Technical Insights
Thoughts on AI architecture, engineering, and innovation
When One Size Doesn't Fit All: Building Intelligent AI Routing at Scale
We recently faced a fascinating challenge on our knowledge-management platform. Our users were doing everything - summarizing 50-page contracts, crafting punchy marketing copy, rewriting dense policy documents, and troubleshooting technical issues.
Building Safe AI: The Privacy Incident That Changed Everything
I'll never forget the day our AI chatbot started sharing customers' email addresses and phone numbers with other users during support conversations. My heart sank. We'd focused on making it helpful, but completely missed the privacy risks.
From Deployment Nightmares to Peaceful Rollouts: AWS AppConfig Journey
Years ago, our team lived in constant fear of Friday deployments. You know the drill-push code, hold your breath, and pray nothing breaks over the weekend.
From 40 Minutes to 40 Seconds: Transforming HR Operations with AWS Bedrock
How I led an enterprise AI initiative that delivered major operational savings while transforming employee experience. Imagine this: An employee asks a simple question about PTO or vacation policy. Traditionally, this meant HR lookups, system checks, and policy reviews, often taking hours.
Solving Complex Refund Automation: The ReAct Pattern Solution
An e-commerce giant faced a critical bottleneck - 1,00+ daily refund requests, each with unique complexities: different products, shipping issues, return windows, VIP customers, damaged goods. Their existing approach was failing with only 30% success rate.
Recognition
🏆Golden Pyramid Award - Be Accountable
"Do not celebrate too early and do not lose hope till the last moment - Even a second can change everything"
All employees from the Ugam Coimbatore location, including the CEO and leadership team, assembled for the spectacular award ceremony Golden Pyramid Award - GPA on a beautiful evening at the Le-Meridian hotel in Coimbatore India.
I was ecstatic because I had been nominated for one of Ugam's value awards: "Be accountable - Take responsibility and do the things right when nobody is watching"
One month before the event, all nominees' names and photos were posted throughout the office corridors, and everything was meticulously organized to ensure that the award ceremony's excitement was maintained.
Let's Connect
Open to opportunities in Forward Deployed Engineering, AI & Agentic Systems Engineering, and Enterprise AI Solutions Architecture