gas dispersion models for modelling chemical releases

AI-powered platform for detecting operational deviations, analyzing barrier degradation, and generating preventive safety insights for industrial and Oil & Gas environments.

Aspen Plus-validated pharmaceutical process design and techno-economic evaluation of a honeyed bitter-kola (Garcinia kola) tablet manufacturing facility.

Introducing: A next‑generation Safety Instrumented System (SIS) framework introducing SIL(t) — a time‑dependent, data‑driven model that corrects the static assumptions of IEC 61508. Includes dynamic risk analytics, operational drift modeling, lake-house architecture diagrams, and end‑to‑end SIS data flow for modern industrial environments.

Samples of documents created in my position as Process Improvement Engineer, leading integration of the company’s procedure whilst ensuring compliance and audit readiness.

Fully-local RAG assistant for Indian process-safety documents (OISD, PNGRB, PESO, NDMA, DISH): grounded, cited answers, hypothetical training drills, and pre-handover permit checks — every claim traceable to source.

Dockerized Flask app serving ANN / Random Forest / regression models for fuel-vapour dispersion hazard-zone prediction. Deployed on Hugging Face Spaces.

Simulator gated AI fault diagnosis and action selection for chemical process control.

Admissibility-aware, fail-closed LLM decision support for process systems engineering

A repository for data processing and analysis for Contents Under Pressure.

IUK: Instrumentation Universal Knowledge — a tiered adversarial benchmark for AI competency in industrial I&C. 1,547 questions across 5 human-difficulty tiers, with embedded hallucination traps, an independent safety gate, and verified citation integrity.

ML surrogate models (ANN, Random Forest, MLR) that replace ALOHA dispersion simulations for real-time hazard-zone radius prediction — 1,215 full-factorial scenarios, with out-of-distribution robustness analysis.

HSE Incident Analytics & Process Safety Intelligence Platform | API RP 754 · ISO 45001 · NUPRC | 8-page Streamlit dashboard | Oil & Gas | Python · SQLite · Docker

ReliefCraft ⚡ Industrial-grade PSV sizing & compliance workbench — API 520/521/526, ASME VIII, CoolProp real-fluid properties, scenario engine, auto-drawn engineering schematics

Open-source chemical reactor digital twin for batch, CSTR, and PFR simulation, calibration, validation, uncertainty, sensitivity, and constrained optimization.