process-safety

gas dispersion models for modelling chemical releases

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

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

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

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

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.

Benchmark industrial alarm exports against ANSI/ISA-18.2 and EEMUA 191 performance targets

Research record for LH2 tank self-pressurization, PSV release, and TNO conditional-risk analysis

Cordis guardrail that blocks common model-authored attempts to terminate the DeepSeek Harness host process

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.

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

Official EHS & Industrial Safety Leadership Portfolio for U Siddaiaah — Cement, WHRS, AFR, & Heavy Construction.

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

Alarm & Safety Logic Simulator 🚨

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

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

AI web app that detects components in P&ID diagrams and generates HAZOP safety reports

Ask plain-English questions about US Chemical Safety Board accident reports and get answers with the exact report and page number. Measured retrieval and faithfulness evals included.

A benchmark measuring whether AI answers to safety-critical technical questions are grounded in authoritative sources or generated from parametric memory. Benchmark harness and baselines provided, no language model evaluated yet.

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