Founder · AENS — Custom AI Solutions

Ronaldo R. forward-deployed AI.

AI Developer · Forward Deployment Engineer

I architect and ship production-grade AI at speed — custom LLM apps and autonomous agents that do real business work — plus full-stack platforms for clients across the UAE and India.

Dubai--:-- Coimbatore--:--
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LinkedIn Followers
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Live Platforms Shipped
₹0
Monthly Invoices Audited
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Disciplines · CS · Mech · Biz
Custom AI SolutionsAgentic AI BuilderLLM App BuilderRAG PipelinesHermes AgentClaude CodeOpenAIFastAPINext.jsn8n Automation Custom AI SolutionsAgentic AI BuilderLLM App BuilderRAG PipelinesHermes AgentClaude CodeOpenAIFastAPINext.jsn8n Automation
Live Demo · AENS Agent Builder

Watch an AI agent think, act & deliver.

AENS builds custom LLM apps and autonomous agents for real business work. Pick a task and watch a live agent run — planning, calling tools, and returning a result, just like the systems I ship.

aens-agent · run Online
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Profile

I build AI products that actually ship — from architecture to a live URL. Founder of AENS, where frontier models become real tools businesses can use.

An AI Developer and Forward Deployment Engineer with a foundation across Computer Science, Mechatronics, and Business Strategy. Currently pursuing an MS in AI in Business at SP Jain, Dubai.

My work centres on custom AI solutions — building LLM-powered apps and autonomous agents that automate real business workflows, alongside RAG systems and document intelligence. Shipped fast, built to production standards. I've also designed and deployed nine live platforms for clients spanning luxury retail, industrial manufacturing, e-commerce, and community organisations across Dubai and Coimbatore.

CompanyAENS — Custom AI Solutions
RoleAI Dev · Fwd Deployment Eng.
BasedDubai, UAE · Coimbatore
DomainsCustom AI · Agents · LLM · RAG
Audience22,000+ on LinkedIn
LanguagesEnglish · Tamil
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Selected Work

/01
Flagship · Custom AI Platform AENS — Agentic AI & LLM Builder

A custom AI solutions platform for building LLM-powered apps and autonomous agents — planning, tool use, memory, and workflow automation that ship straight into a client's business. The studio behind every project below.

Hermes AgentLangChainOpenAIClaudeFastAPIn8nPineconeReact · Vercel
2025—26
/02
Enterprise · Document AI DGMR OCR Dashboard

An AI-powered OCR audit tool processing ₹20 lakh/month of Flipkart & Amazon sales invoices — automating Excel reconciliation and anomaly detection for e-commerce sellers at scale.

PythonFastAPIOpenAI VisionRailwayReact
2025 · Live
/03
RAG · Verification
AENS RAG — News Verification

A retrieval-augmented system that verifies and fact-checks news using hybrid BM25 + dense retrieval, RRF fusion, and cross-encoder reranking — with source-backed, cited answers and an agentic verification workflow.

LangChainPineconeOpenAIClaudeFastAPIReact
2025—26
/04
Agentic AI · Messaging
WhatsApp AI Agent

A WhatsApp-integrated AI agent for Indian small businesses — automating customer conversations, queries, and workflows through the Meta Cloud API, built on the Hermes agent framework.

Hermes AgentMeta Cloud APIGPT-4o-miniRailway
2025—26
/05
Data · Web Intelligence
Bengaluru Rental Investigator

An investigative agent mapping the Bengaluru rental market — a Scrapy + Playwright crawler stack feeding an Elastic Cloud index for structured search and analysis across listings.

ScrapyPlaywrightElastic CloudHostinger VPS
2026
/06
Research · Quantum ML
QAOA Portfolio Optimization

A research study benchmarking the Quantum Approximate Optimization Algorithm against classical Markowitz portfolio optimization under data corruption — exploring quantum resilience in finance.

QAOAQuantum MLMarkowitzPython
2026 · Research
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Live Platforms

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Skills & Tools

AI & Agents

  • Claude Code · Codex
  • OpenClaw · Hermes Agent
  • LangChain · n8n
  • OpenAI
  • Cursor

Rapid Build

  • Replit Pro
  • Lovable Pro
  • V0 by Vercel
  • Bolt
  • Full-stack delivery

Languages

  • Python
  • JavaScript · TypeScript
  • FastAPI
  • Next.js · React
  • Tailwind CSS

Databases

  • Pinecone
  • PostgreSQL · MongoDB
  • Custom RAG
  • Embeddings
  • Semantic Search

Deployment

  • Vercel · Railway
  • Render · AWS
  • Replit
  • Hostinger VPS
  • CI / CD

APIs

  • Claude · OpenAI
  • Pinecone · AWS
  • REST · GraphQL
  • Webhooks · Zapier
  • Railway
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Journey

Experience

2025 — Present
AI Developer & Forward Deployment Engineer
Independent · Dubai & Coimbatore
  • Built AENS — custom AI platform for LLM apps & autonomous agents with workflow automation
  • Delivered 9 live production websites across Dubai and Coimbatore
  • Developed DGMR OCR Dashboard auditing ₹20L/month of e-commerce invoices
  • Ships at speed with Claude Code, Hermes Agent, Replit Pro, V0 & Cursor

Education

2024 — 2026
MS — AI in Business
SP Jain School of Global Management, Dubai
2020 — 2024
B.Tech — Computer Science
Manipal Institute of Technology
2017 — 2020
Diploma — Mechatronics
PSG Polytechnic College, India
Open to AI & forward-deployment roles

Let's build something that ships.