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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
────────────────────────
● 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

Python TensorFlow PyTorch OpenCV



📊 Data & Analytics

PostgreSQL MySQL MongoDB



⚙️ Cloud, Infrastructure & MLOps

Docker Kubernetes Terraform GitHub Actions Jenkins Linux AWS



~/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

GitHub telemetry

~/connect



> let's build something useful together.

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

Pinned Loading

  1. regulatory-compliance-hybrid-rag regulatory-compliance-hybrid-rag Public

    Enterprise Hybrid RAG system over RBI and SEBI financial regulations combining ChromaDB dense search with BM25, cross-encoder reranking, and quantitative Ragas evaluation.

    Python 1

  2. 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

  3. 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

  4. 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

  5. realtime-payment-fraud-redis realtime-payment-fraud-redis Public

    Low-latency financial fraud detection engine utilizing LightGBM and Redis in-memory feature caching, evaluated strictly on PR-AUC and Precision@Top-100 for extreme class imbalance.

    Python 1

  6. saas-churn-early-warning-mlops saas-churn-early-warning-mlops Public

    Production B2B SaaS account health and churn early-warning microservice with LightGBM, containerized in Docker with FastAPI, GitHub Actions CI/CD, and Evidently AI Slack drift alerting.

    Python 1