Now · Directing multi-tenant SaaS at Grids Apps
Febink renu.
Intelligence that survives contact with production. Development Lead at Grids Apps and Entarch Solutions, IEEE-published researcher, and a final-year computer scientist who ships multi-tenant platforms and agentic systems for a living.
- paper published
- 1
- systems built
- 16
- certifications
- 15
- CGPA
- 9.39
A development lead with a researcher's patience, building agentic AI that earns its place in production: agents that reason, pipelines that recover on their own, and a human hand wherever a mistake would cost something.
Dev Lead at Grids Apps LLC, directing a portfolio of multi-tenant SaaS products. Development Lead at Entarch Solutions, where agents on AWS Bedrock read every ticket first. Author of SMAHI-ER, published with IEEE in 2026. Final-year B.Tech in Computer Science at Karunya, CGPA 9.39.
The full storyCappella Sistina · MDXII
The Creation of Adam (detail)
Michelangelo Buonarroti
Fresco, Sistine Chapel ceiling, c. 1512
Intelligence is easy to demonstrate. The art is making it endure.
§·IHall of the Relic
Selected work
7 exhibits · MMXXIII — MMXXVI
§·IIThe Works
Demos dazzle for an afternoon. These were built for the long years after, running while no one is watching.
§·IIIHall of the Mind
Plato points up,
to the Forms: the model, the theorem, the proof on paper.
Aristotle points down,
to the world as it is: the system, the service level, the thing that must work on Monday morning.
The work lives between the two.
Research in pursuit of intelligence that deserves trust: multi-agent systems that keep people at the centre of the factory floor, retrieval that refuses to erase an exception, and models judged by what they cost in watts as well as by what they get right.
Published · 2026
SMAHI-ER: Symbiotic Multi-Agent Hybrid Intelligence for Resilient Human-Machine Manufacturing
IEEE IEHNS 2026
In preparation · 2026
Beyond Source Selection: Detecting and Resolving Conditional Knowledge Conflicts in Retrieval-Augmented Generation
Final-year research, Karunya Institute of Technology and Sciences
The craft
The instruments of the workshop: everything between a first notebook and a monitored cluster in production.
Commission a build- PythonReclaimAskVid-ProScopeCompose
- JavaFees Administration System
- JavaScriptEatFit!IEEE Tournament Platform
- TypeScriptReclaimAssetStreamEduBot
- SQLFees Administration System
- C
- HTML / CSS
The chronicle so far
Work · study · the years between
Grids Apps LLC
Jul 2026 — PresentInternshipSoftware 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
Entarch Solutions LLC
Jan 2026 — PresentFull-timeDevelopment 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
Intel® Unnati Industrial Training
Feb 2025 — Apr 2025Industrial trainingIndustrial 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
Karunya Institute of Technology and Sciences
Aug 2023 — May 2027StudyB.Tech, Computer Science and Engineering · Coimbatore, India
CGPA 9.39
Trividyaa Junior College
Jun 2021 — Mar 2023StudyIntermediate (PCM) · Hyderabad, India
98.4%
§·VIHall of the Oracle
Ask the oracle
An agent living in the gallery's walls. It answers questions about the work by reading this archive through tools, cites every room it draws from, and holds its tongue when the record is silent.
Runs on Groq · answers only from this site · can be wrong, so check the linked page
The Delphic Sibyl
Michelangelo
Sistine Chapel, Vatican, c. 1509
Cappella Sistina · the almost-touch
Between what exists and what could: the narrowest gap in all of art, and the only place anything new is ever made.
Close the gap togetherCorrespond
Let's build something worthy of marble
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.