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I’m an AI Product Engineer who builds production-grade full-stack web platforms and LLM-based systems with strong emphasis on retrieval (RAG), safety/guardrails, and measurable outcomes. I enjoy turning complex workflows into scalable architectures with clean APIs, reliable deployments, and user-focused experiences. I’ve worked across AI automation (document extraction, financial Q&A over live data, agentic issue triage) and enterprise app engineering (RBAC, approval engines, matching workflows, KPI dashboards). I’m comfortable shipping with FastAPI/React/Node.js, and containerizing systems with Docker/Kubernetes while keeping evaluation and testing at the core.…I’m an AI Product Engineer who builds production-grade full-stack web platforms and LLM-based systems with strong emphasis on retrieval (RAG), safety/guardrails, and measurable outcomes. I enjoy turning complex workflows into scalable architectures with clean APIs, reliable deployments, and user-focused experiences. I’ve worked across AI automation (document extraction, financial Q&A over live data, agentic issue triage) and enterprise app engineering (RBAC, approval engines, matching workflows, KPI dashboards). I’m comfortable shipping with FastAPI/React/Node.js, and containerizing systems with Docker/Kubernetes while keeping evaluation and testing at the core.

Kola Nikhil Jai

AI Engineer, Software Engineer, Full Stack Developer, +2

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I’m an AI Product Engineer who builds production-grade full-stack web platforms and LLM-based systems with strong emphasis on retrieval (RAG), safety/guardrails, and measurable outcomes. I enjoy turning complex workflows into scalable architectures with clean APIs, reliable deployments, and user-focused experiences. I’ve worked across AI automation (document extraction, financial Q&A over live data, agentic issue triage) and enterprise app engineering (RBAC, approval engines, matching workflows, KPI dashboards). I’m comfortable shipping with FastAPI/React/Node.js, and containerizing systems with Docker/Kubernetes while keeping evaluation and testing at the core.…I’m an AI Product Engineer who builds production-grade full-stack web platforms and LLM-based systems with strong emphasis on retrieval (RAG), safety/guardrails, and measurable outcomes. I enjoy turning complex workflows into scalable architectures with clean APIs, reliable deployments, and user-focused experiences. I’ve worked across AI automation (document extraction, financial Q&A over live data, agentic issue triage) and enterprise app engineering (RBAC, approval engines, matching workflows, KPI dashboards). I’m comfortable shipping with FastAPI/React/Node.js, and containerizing systems with Docker/Kubernetes while keeping evaluation and testing at the core.

Available to hire

I’m an AI Product Engineer who builds production-grade full-stack web platforms and LLM-based systems with strong emphasis on retrieval (RAG), safety/guardrails, and measurable outcomes. I enjoy turning complex workflows into scalable architectures with clean APIs, reliable deployments, and user-focused experiences.

I’ve worked across AI automation (document extraction, financial Q&A over live data, agentic issue triage) and enterprise app engineering (RBAC, approval engines, matching workflows, KPI dashboards). I’m comfortable shipping with FastAPI/React/Node.js, and containerizing systems with Docker/Kubernetes while keeping evaluation and testing at the core.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

Work Experience

AI Product Engineer Intern at Intants Pvt. Ltd.

June 1, 2026 - Present

Built a Jira-like internal project management tool with full-stack web architecture including RBAC and wired workflows across 6+ modules (Kanban boards, epics, stories, tasks, issues, backlogs), and integrated an in-app LLM for doubt clarification. Architected and built FinAnts, a full-stack AI-powered accounts-receivable platform (FastAPI, React, PostgreSQL) spanning 25+ REST API modules and 45+ data models, automating invoice processing, collections, and procurement for manufacturing SMEs with ERP (Tally), GST validation, and payment-link integrations. Engineered an AI document-extraction pipeline using Google Gemini vision models to extract vendor, GSTIN, line items, and GST data from invoices with per-field confidence scoring, reducing manual data entry by 90% and errors. Developed a retrieval-grounded LLM assistant for financial Q&A over live data (DSO, outstanding AR, customer risk) with invoice citations and anti-hallucination safeguards. Implemented enterprise-grade RBAC and a

Software Engineering Intern at CDPL – Chakravyuha Dynamics Pvt. Ltd.

February 1, 2026 - May 1, 2026

Developed and deployed a full-stack web platform using Next.js and React.js on Vercel, including custom domain mapping and CI/CD pipelines, delivering 10+ production releases with continuous UI/UX enhancements. Built scalable backend services and optimized REST APIs using Node.js and FastAPI, reducing average API response time by 30% and improving reliability under production traffic. Engineered a kiosk-based drone simulation interface using Python Tkinter with real-time telemetry rendering and operator control across 5+ flight scenarios. Prototyped and integrated LLM-based agentic intelligence into drone control systems using LangChain, delivering a working proof of concept for autonomous real-time decision-making and adaptive responses.