[ SYSTEM_BOOT ] : SHEHAN_MAKANI.exe ── initializing...
Chemical Engineer · AI Engineer · Founder
Bridging molecular kinetics and autonomous software — the Software-to-Steel pipeline.
Pearl River, NY · ChemeNova LLC · ChemRich Global · Tech MBA · NJIT
Building autonomous R&D pipelines that convert complex simulations into physical industrial outcomes. I work at the intersection where a process engineer's intuition meets an AI architect's toolbox — replacing static chemical workflows with systems that design, validate, and optimize themselves.
This isn't AI applied to chemistry as a feature. It's chemistry reimagined as software.
| Project | Role | Status |
|---|---|---|
| IntelliForm™ | Agentic formulation intelligence platform | Active · ChemeNova |
| FormulAI | Natural language → formulation engine | Live v1.0 |
| MaximusX | Private GPU-accelerated AI edge node | Pilot · Jetson Orin Nano |
| Formulation Time Machine | Arrhenius kinetic lifecycle prediction | Optimizing |
| Cheminformatics ML | Kaggle portfolio · 6 notebooks | Active |
| TradeBot | Algorithmic trading system · Alpaca + Telegram | Private |
CHEMICAL_DOMAIN = ["Formulation Optimization", "Kinetic Modeling", "Green Chemistry",
"Specialty Chemical Operations", "Process Engineering"]
AI_ENGINEERING = ["Agentic Workflows", "LangGraph", "Multi-Agent Orchestration",
"Prompt Engineering", "RAG Pipelines", "Predictive ML"]
CHEMINFORMATICS = ["RDKit", "chemprop", "ADMET Prediction", "Molecular ML",
"Retrosynthesis", "Space Solar Materials"]
EDGE_STACK = ["NVIDIA Jetson Orin Nano", "Raspberry Pi 5", "IIoT Sensors",
"Digital Twins", "PINNs", "FFT Vibration Analysis"]
LANGUAGES = ["Python (primary)", "JavaScript", "Bash / Linux"]
PLATFORMS = ["Vercel", "Docker", "PM2", "Cloudflare Tunnel", "Alpaca Markets"]10+ years across the specialty chemical value chain — from family manufacturing roots (Snow White Products, est. 1985) through pharmaceutical project management (RK Pharma · Stira Pharmaceuticals) to founding AI-native chemical companies.
Products shipped: Calcium Chloride FCC · D-Limonene · Sodium Benzoate · Propylene Glycol · IPA 99% · Citric Acid across India, the Middle East, and North America.
Research: Surrogate-assisted multi-objective optimization for chemical formulation · published RSC Digital Discovery · ORCID 0009-0005-6746-308X
|
cheminformatics-ml ML notebooks for cheminformatics · SpaceChem-AI · ADMET · Retrosynthesis
|
FormulAI Premium AI formulation assistant · sustainability posture · regulatory alignment
|
|
MaximusX Local GPU AI stack · LangGraph supervisor · Context Membrane RAG
|
Formulation-Time-Machine First-order kinetics + Arrhenius-based shelf life simulation
|
|
gold-price-prediction Walk-forward CV · macro features · regime-switching ensemble
|
future-self-emulator Recursive agentic life-path simulation via decision intelligence
|
LinkedIn · Medium · Portfolio · ORCID · about.me
Focus: Scaling the Software-to-Steel pipeline for advanced chemical manufacturing.