Interactive lab

Vinay Gandhi

Main portfolio GitHub LinkedIn Email

Case studies, EV references & tools

Interactive lab — academic & professional case studies, EV references, and browser tools hosted here. Repositories and narrative live on the main portfolio (no duplicate repo grid on this site).

Repositories

Evidence on GitHub

Code & README case studies

Flagship systems and the full project list are curated on the main portfolio. Open it for story plus repo links, or browse all code on GitHub.

Portfolio — flagship & more All repositories
Interactive lab

Case studies

Academic & professional projects

Academic and professional project deep-dives, plus SDV/EV references, served from this lab.

Interactive lab

Homelab

HomeLab Setup

Raspberry Pi 4B (8GB) — Cloudflare Tunnel, Tailscale VPN, self-hosted services.

Interactive lab

CVML & IIoT decks

CVML — manufacturing QA

Slide deck: edge CV, MQTT, AWS ML, MES/SCADA.

Amazon Monitron — IIoT Sensor Demo

Vibration sensing, gateway, AWS Monitron, IIoT workflow.
Interactive lab

Data & ML research

OEE Data Model — Ag-Equipment Mfg

Star schema, T-SQL, Power BI — 15-min SLA on-premise OEE reporting.

Cancer Recurrence — ML Study

SVM, RF, AdaBoost, XGBoost — 99.37% accuracy on clinical data.

ARIMA Forecasting — eCommerce Sales

ARIMA(2,1,1) · walk-forward validation · 9.6% MAPE · SQL pipeline.

DOE — Packaging Seal Strength

2³ Full Factorial · Minitab 16 ANOVA · optimal process settings for food wrapping machinery.

Vehicle protocol architecture

CAN, LIN, FlexRay, DoIP — ev_protocols.html

EV cybersecurity

SecOC, R155/R156, ISO 21434 — ev-cybersecurity.html
Tools

Tools & simulators

Interactive learning

Browser guides and simulators for concepts and interview prep.