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@RenoX23
RenoX23
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Renold Stephen R RenoX23

🤖 AI Systems Engineer | Building & shipping Agentic AI, Data & Cloud-Native Systems | Open Source · Public Data · MLOps · Kubernetes | 🎓 M.Tech CS | Bangalore

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RenoX23 /README.md


~/identity

🤖 AI Systems Engineer

I build and ship AI systems, data products, open-source tools, and public datasets.

My work sits at the intersection of:

AI Agents · ML Systems · Data Analytics · MLOps · Data Engineering

I care about turning ideas into systems that are useful, observable, and deployable — not just notebook experiments.

STATUS
────────────────────────
くろまる OPEN TO WORK
FOCUS
────────────────────────
AI Systems
Data Products
Open Source
Public Data
BASE
────────────────────────
Bangalore, India
DEGREE
────────────────────────
M.Tech CS

~/what-i-build

🤖

AI AGENTS

Multi-step AI workflows, tool use, reasoning, RAG, and NL2SQL.

📊

DATA PRODUCTS

Analytics pipelines, dashboards, datasets, and decision-support tools.

⚙️

ML SYSTEMS

Monitoring, anomaly detection, intelligent infrastructure, and MLOps.

🌐

OPEN SOURCE

Developer tools and reusable systems shipped for others to use.

Build → ship → measure → improve


~/featured

🧩 AI Agent Workflow

Visual orchestration for building AI agent workflows.

A developer-focused tool for composing, inspecting, and iterating on agent workflows without hiding the system behind a black box.

TypeScript AI Agents Workflow Design


🔨 DataForge

Open tooling for generating useful synthetic data.

A dataset-generation project designed around controllable, reusable data creation rather than toy random records.

Python Data Engineering Open Source


🧠 GenAI Data Quality Explainer

Turn data-quality failures into explanations people can act on.

Combines data-quality signals with GenAI to explain what went wrong, why it matters, and what to investigate next.

Python GenAI Data Quality


🔁 GitOps Pipeline

A production-style CI/CD workflow built around Git as the control plane.

Automates delivery and infrastructure operations across containerized workloads with a strong focus on repeatability and observability.

GitOps Kubernetes CI/CD MLOps



~/stack

🤖 AI & Intelligent Systems

📊 Data & Analytics

⚙️ Cloud, Infrastructure & MLOps


~/background

🎓 M.Tech — Computer Science

Christ University, Bangalore

AI Systems · Data Engineering · Cloud-Native MLOps

💻 B.Tech — Information Science

Cambridge Institute of Technology

Full-Stack Development · DevOps


~/telemetry


~/connect



> let's build something useful together.


RenoX23 · AI Systems · Data Analytics · MLOps · Data Engineering

Pinned Loading

  1. quick-commerce-supply-chain-analytics quick-commerce-supply-chain-analytics Public

    End-to-end supply chain analytics warehouse modeled in PostgreSQL (Star Schema) and Power BI tracking dark-store stockouts and vendor OTIF SLA adherence.

    Python 1

  2. saas-cohort-retention-analytics saas-cohort-retention-analytics Public

    24-month SaaS subscription retention engine constructing triangular monthly cohort matrices and modeling LTV:CAC unit economics in SQL and Python.

    Python 1

  3. ecommerce-market-basket-affinity-analysis ecommerce-market-basket-affinity-analysis Public

    Prescriptive retail cross-sell engine utilizing FP-Growth/Apriori association rule mining and SQL data marts to optimize Average Order Value (AOV).

    Python 1

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