Open to opportunities

Shyam Kumar

@shyamkumar4

Senior Full-Stack AI Engineer building enterprise agentic AI, RAG, and financial analytics platforms for production impact.

India

Message

What I'm looking for

I’m looking for a role where I can own end-to-end agentic AI + full-stack delivery—shipping reliable LangGraph/RAG workflows, streaming AI UX, and finance-grade analytics with strong stakeholder impact and production-quality engineering.

I’m a Senior Full-Stack AI Engineer with 7+ years of experience building enterprise-grade web, API, and GenAI platforms across finance and SaaS domains. I focus on Carlyle-facing asset-backed finance and Global Credit workflows, combining Next.js, React, TypeScript, Python, FastAPI, and LangGraph-driven agentic systems.

I bring strong ownership end-to-end: frontend architecture, backend APIs, RAG and memory, streaming AI UX, data extraction, valuation, scenario analysis, and high-performance UI delivery. I’ve built audit-ready deal modeling and document operations, including Draw Notice extraction and loan-tape analytics.

My professional ethos is reliable execution for enterprise use cases—HITL-ready patterns, workflow guardrails, tool allow-lists, citation enforcement, and structured tool calling—so agents behave predictably in complex financial environments. I also deliver generative UI where validated JSON outputs become editable dashboards, KPIs, tables, charts, and export-ready analytics.

Experience

Work history, roles, and key accomplishments

Current

Senior Full-Stack AI Engineer

Current

Vichara Technologies

Jan 2025 - Present (1 year 5 months)

Delivered Carlyle-facing asset-backed finance and private-credit (Global Credit) platforms enabling deal modeling, valuation, scenario analysis, and audit-ready reporting. Built agentic workflows with LangGraph/Deep Agents and RAG, integrating Databricks and pgvector-backed retrieval, plus high-performance analytics UIs for large loan-tape datasets.

Next.js React TypeScript fastAPI LangGraph RAG Databricks Pgvector PostgreSQL

AI Engineer / Full-Stack Developer

Consilio LLC

Built AI-powered legal workflow automation and enterprise GenAI applications, including issue classification and privilege detection/log generation. Developed production FastAPI backends with Celery/Redis job processing and enhanced the Next.js frontend with live job monitoring and realtime updates.

Next.js fastAPI Celery Redis Postgres Neo4j Docker Kubernetes WebSockets

Full-Stack Developer

Ekfrazo Technologies

Developed full-stack web and mobile applications across telecom, HRMS, logistics, and SaaS domains using React Native, ReactJS, Django REST, and MySQL. Delivered backend modules for HRMS workflows (timesheets, leave, calendars, notifications) and integrations for accounting/payroll/CRM and spreadsheet-based reporting.

React Native ReactJS Django REST Framework MySQL Jest Firebase Magento