Rohit Raj Saji, AI Engineer: interactive portfolio

Developer I, Software Engineering, UST

Mar 2026 – Present · Chennai, India

• Working on UI modernization of a Fortune 500 retailer's applications from AS400/IBM i to Next.js using custom-built agentic workflows.
• Worked on application modernization, requirements interpretation, implementation of agentic workflows, testing, review, and development traceability.
• Presented the retail client's modernization approach at an AI workshop held 15–18 September 2026.
• Worked with Head of Engineering, Solution Architect, and Lead Engineer stakeholders during hands-on sessions.
• Guided participants through project-related development using custom-built agentic workflows and helped engineers create custom agents tailored to their workflows.
• Contributed to agent engineering and engineering enablement, including reusable agents, workflow components, validation mechanisms, and structured agent interactions.
• Completed Java full-stack training and worked with technologies including Java, Spring Boot, Next.js, relational databases, REST APIs, JWT, testing, and Git-based development workflows.

MERN Stack Engineer Intern, Softnotions Technologies

Nov – Dec 2025 · Internship

• Completed a one-month software engineering internship focused on the MERN stack.
• Gained hands-on experience building and working with full-stack web application components.

MERN Stack Trainee, Luminar Technolab

Jul – Dec 2025 · Training

• Trained in React, Node.js, Express, MongoDB, JavaScript, REST APIs, authentication, and deployment concepts.
• Developed full-stack applications involving CRUD operations, frontend/backend integration, and API development.

AI Factory: AI-Assisted Engineering & Agent Workflows

Worked on hardening and using an AI-assisted engineering framework for structured software-development workflows. Used the framework as part of the retail modernization workflow and engineering enablement sessions.

Focus areas

• Agent and sub-agent orchestration
• Reusable agents, commands, skills, rules, and templates
• Scoped agent responsibilities and separation of duties
• Validation and artifact-quality checks
• Approval-aware engineering workflows
• Traceability and evidence-based development
• Custom-agent enablement for engineering teams

Technologies and topics: Agent orchestration, Workflow governance, Validation

AI Portal: Six-Module AI Application Portal

Worked on an AI application portal that combines a Next.js frontend with a Flask backend, modular service routes, frontend API integration, and AI-oriented application workflows.

Modules

• Model Arena
• Tutor
• Translator
• Voice Document Generator
• Whiteboard Cam
• Sketch-to-UI

Technologies and topics: Next.js, React, TypeScript, Python, Flask

Mnemo: Knowledge Management & Retrieval

Prototype

Worked on an organizational knowledge-management prototype designed to turn scattered information into structured, connected knowledge.

Capabilities

• Interactive knowledge graph
• Relationship provenance
• Knowledge updates and organization
• Graph-aware information retrieval
• Bounded graph expansion
• Reciprocal-rank fusion
• Citation-oriented answer generation

Technologies and topics: React, TypeScript, Knowledge Graphs, Retrieval

Sovereign: Local AI Engineering System

Ongoing

Developing a local-first AI engineering system focused on governed agent execution and local model integration.

Concepts

• Local LLM integration
• Controller-governed agent execution
• Permission boundaries
• Approval and audit mechanisms
• Recovery and deterministic execution
• SQLite-backed state
• Tool and process isolation
• Verification-driven software development

Technologies and topics: Local LLMs, Agent governance, SQLite

Bachelor of Technology, Computer Science and Engineering

Providence College of Engineering, Chengannur · APJ Abdul Kalam Technological University · Nov 2021 – Apr 2025