FBN

The person

About

Development Lead, AI systems engineer and published researcher. Available worldwide for full-time engineering, AI/ML and platform roles from May 2027: remote, on site, or ready to relocate. Ambitious collaborations are welcome before then.

Two engineering teams and one conviction: intelligence is only worth building if it can be trusted with real work. At Grids Apps LLC he directs the build-out of a portfolio of multi-tenant SaaS products on an API-first Laravel and Next.js estate. At Entarch Solutions he leads a ticketing platform where agents on AWS Bedrock take the first pass and people keep the judgment calls. Between the two runs the research: SMAHI-ER, a symbiotic multi-agent framework for human-centric manufacturing published with IEEE in 2026, and ScopeCompose, a study of the exceptions that retrieval-augmented generation quietly erases. All of it alongside a B.Tech in Computer Science at Karunya, held at a CGPA of 9.39.

Vitruvian Man, Leonardo da Vinci, c. 1490

Vitruvian Man

Leonardo da Vinci

Gallerie dell'Accademia, Venice, c. 1490

The chronicle so far

Work · study · the years between

  1. Grids Apps LLC

    Jul 2026 — PresentInternship

    Software Engineering Intern · Dev Lead · Remote

    Directs the engineering squad behind a portfolio of production multi-tenant SaaS products, deployed, customised and extended in parallel for enterprise clients.

    • Recasts inherited codebases as modular, multi-product SaaS architectures, configurable enough to bend around very different enterprise workflows.
    • Drives an API-first estate across the portfolio: Laravel services, Next.js and TypeScript dashboards, PostgreSQL and MySQL beneath.
    • Architects autonomous AI agents and LLM features into the core product suites, turning manual workflows into automated ones.
    • Pairs AI-assisted "vibe coding" with uncompromising engineering discipline to refactor and extend legacy corporate systems at speed.
    • Sets the squad's cadence: sprint planning, unblocking developers, and keeping multi-tenant pipelines clean, secure and ready to scale.
    • Laravel
    • PHP
    • Next.js
    • TypeScript
    • PostgreSQL
    • MySQL
    • LLM agents
    • Multi-tenancy

  2. Entarch Solutions LLC

    Jan 2026 — PresentFull-time

    Development Lead · Virginia, USA (remote)

    Leads the development of a cloud-native, multi-tenant ticketing and workflow platform in which AI agents take the first pass and people keep the judgment calls.

    • Architected the Django backend on an event-driven AWS spine of Lambda, API Gateway, SQS, SNS, SES, S3 and Aurora PostgreSQL.
    • Leads a multi-agent system on AWS Bedrock that separates classification from execution, so each step runs on the model best suited to it.
    • Designed confidence-based automation: tickets the system is sure of resolve end to end, while uncertain or high-risk cases route to a person.
    • Building retrieval-augmented knowledge, dynamic routing, approval workflows and real-time notification pipelines.
    • Owns delivery and infrastructure as code through CI/CD, Terraform and AWS CDK.
    • Python
    • Django
    • AWS Bedrock
    • Lambda
    • API Gateway
    • SQS
    • SNS
    • SES
    • S3
    • Aurora PostgreSQL
    • Terraform
    • AWS CDK

  3. Intel® Unnati Industrial Training

    Feb 2025 — Apr 2025Industrial training

    Industrial Trainee · Remote

    An AI-driven customer-insights prototype, where computer vision, machine learning and business intelligence meet on the shop floor.

    • Built computer-vision models that read in-store behaviour and anticipate customer preferences.
    • Turned those signals into placement, promotion and restocking recommendations, delivered with live alerts.
    • Python
    • OpenCV
    • Computer Vision
    • Machine Learning
    • Business Intelligence

  4. Karunya Institute of Technology and Sciences

    Aug 2023 — May 2027Study

    B.Tech, Computer Science and Engineering · Coimbatore, India

    CGPA 9.39

  5. Trividyaa Junior College

    Jun 2021 — Mar 2023Study

    Intermediate (PCM) · Hyderabad, India

    98.4%

The craft

The instruments of the workshop: everything between a first notebook and a monitored cluster in production.

Commission a build

Laurels & service

Honors

  • Certificate of Merit, First Rank

    9.54 GPA, second semester — May 2024

  • Certificate of Merit, Second Rank

    9.42 GPA, first semester — December 2023

Leadership

  • Alumni & Industry Relations Lead

    IEEE Computer Society, KITS

    Opens the doors between the student chapter and the profession, bringing alumni and industry engineers into the room for networking and technical collaboration. Also built the chapter's tournament platform for six hundred concurrent players.

  • Innovation Council Coordinator

    Institution's Innovation Council, KITS

    Coordinates the campus start-up ecosystem: workshops, hackathons and mentorship sessions that turn ideas into first prototypes.

Certifications — 15

  • Microsoft Certified: Azure AI Fundamentals (AI-900)Microsoft
  • Microsoft Certified: Data Fundamentals (DP-900)Microsoft
  • OCI Generative AI Professional (1Z0-1127-25)Oracle
  • OCI Data Science Professional (1Z0-1110-25)Oracle
  • Oracle AI Vector Search Professional (1Z0-184-25)Oracle
  • OCI DevOps Professional (1Z0-1109-25)Oracle
  • OCI Multicloud Architect Professional (1Z0-1151-25)Oracle
  • Oracle Analytics Cloud Professional (1Z0-1041-25)Oracle
  • JavaScript Essentials 1 & 2Cisco Networking Academy
  • Evaluation and Light Customization of Large Language ModelsNVIDIA
  • Retrieval Augmented Generation for Production with LangChain & LlamaIndexActiveloop
  • RAG++ : From POC to ProductionWeights & Biases
  • Java Programming FundamentalsInfosys Springboard
  • PCAP — Programming Essentials in PythonCisco Networking Academy
  • CLA — Programming Essentials in CCisco Networking Academy