# Yasin Abolfathi

> Chemical Engineer (University of Tehran) | AI/ML Developer & MLOps Specialist | Quantitative Trader & Web3 Contributor | Front-End & UI/UX Designer

Website: https://yasinabolfathi.ir
Email: yasinabolfathi@gmail.com
Location: Tehran, Iran
GitHub: https://github.com/yasinabolfathitab
Language Proficiencies: Persian (Native), English (Professional Working Proficiency)

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## Executive Summary

Yasin Abolfathi is a multidisciplinary engineer and developer combining rigorous Chemical Engineering foundations from the University of Tehran with advanced Machine Learning (MLOps, PyTorch, Scikit-learn), quantitative finance (5+ years trading Forex, Crypto & Equities), modern web technologies (React, TypeScript, Tailwind CSS), and Web3 ecosystem architecture.

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## Academic & Research Experience

**Education:**
- **B.Sc. in Chemical Engineering** — University of Tehran, College of Engineering.
- Rigorous coursework in Transport Phenomena, Thermodynamics, Mass Transfer, Heat Transfer, Fluid Mechanics, Biochemical Engineering, Process Simulation, and Reaction Engineering.

**Academic & Laboratory Research Projects:**
1. **Bio-oil Production from Urban Waste via Pyrolysis**: Evaluated kinetic parameters, thermal degradation pathways, and reactor configurations for converting solid municipal waste into synthetic bio-oil.
2. **Wastewater Treatment and Remediation Methods**: Benchmarked advanced oxidation processes (AOPs), membrane bioreactors, and electrochemical treatment for refractory industrial effluents.
3. **Magnetic Cooling Systems**: Investigated magnetocaloric effect (MCE) thermodynamics for solid-state, fluorocarbon-free cryogenic and ambient refrigeration systems.
4. **Geothermal Heat Pump: Energy Optimization Solution**: Modeled ground loop heat exchanger coefficients and seasonal coefficient of performance (COP) optimization.
5. **Air Pollution Investigation & Dispersion Models**: Analyzed particulate matter (PM2.5/PM10) dispersion models, industrial emission monitoring, and flue gas desulfurization mechanisms.
6. **Membraneless Air-Breathing Hydrogen Biofuel Cell based on Direct Writing of Thermostable Enzymes on Carbon Nanotube Electrodes**: Investigated direct bio-electrocatalysis wiring of thermostable hydrogenase and laccase onto multi-walled carbon nanotubes for membraneless clean power generation.
7. **Study of Performance and Construction of Gasoline, Diesel, and Electric Engines in Combustion Engineering**: Comparative thermal efficiency, indicator diagrams, emissions profiles (NOx, soot, unburned hydrocarbons), and powertrain dynamics for hybrid and electric vehicles.
8. **Performance Evaluation of Cooling Towers**: Measured approach, cooling range, Merkel integral, and evaporative losses under variable ambient wet-bulb temperatures.
9. **Falling and Ascending Film Evaporator for Concentrating Orange Juice**: Investigated heat transfer coefficients, residence time distribution, fouling mitigation, and thermal degradation kinetics of heat-sensitive ascorbic acid under vacuum.
10. **Droplet-based Microfluidic High-Throughput Screening of Yarrowia lipolytica Enzymes**: Microfluidic screening of heterologous enzymes secreted by non-conventional yeast, analyzing fluorescence kinetics in picoliter compartments.

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## Laboratory Skills & Unit Operations Mastery

- **Cell Culture & Stem Cells**: Aseptic and sterile techniques, culture media preparation, equipment maintenance, contamination control, primary cell isolation, subculturing, cell counting, cryopreservation, cell banking, pluripotent and multipotent stem cell maintenance, troubleshooting, and proliferation.
- **Fluid Mechanics & Pump Performance**: Performance analysis of reciprocating, diaphragm, plunger, and piston pumps; Total Dynamic Head (TDH), flow rate, pressure curves, and mechanical efficiency.
- **Cavitation Analysis**: Inception and collapse of vapor bubbles in pumping lines, NPSHa vs. NPSHr margins, and impeller wear prevention.
- **Piping Dynamics & Pressure Drop**: Head loss calculations, Darcy-Weisbach friction factor (Moody chart), equivalent lengths for valves and fittings, and line sizing.
- **Boiling & Condensation**: Pool boiling, forced boiling, saturated and subcooled boiling; Critical Heat Flux (CHF); Dropwise vs. film condensation heat transfer coefficients (5-10x enhancement).
- **Thermal Equipment & Heat Exchangers**: Plate heat exchanger performance, LMTD, NTU-effectiveness, flow rate dynamics; radial and linear solid thermal conductivity.
- **Mass Transfer & Separation**: Feed quality control via distillation columns (McCabe-Thiele method, reflux ratio optimization, theoretical stages); vacuum ascending and falling film evaporators.
- **Interfacial Phenomena & Surface Chemistry**: Capillary rise surface tension measurements; acetic acid adsorption kinetics on activated carbon (Langmuir & Freundlich isotherms); oxalic acid heat of solution determination.

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## Technical Skills & Software Engineering

- **Machine Learning & AI / MLOps**:
  - Deep Learning & Neural Networks: Artificial Neural Networks (ANN), TensorFlow, Keras, multi-layer architectures, Dropout regularization, Binary Cross-Entropy loss
  - Heart Disease Prediction Deep Learning Model: Engineered custom ANN (12,400+ trainable parameters) with Dropout regularization and ~90% accuracy
  - Python (NumPy, Pandas, Scikit-learn, TensorFlow, Keras, PyTorch, SciPy, Matplotlib, Seaborn)
  - Breast Cancer Classification ML Pipeline: Preprocessing, Data Leakage Prevention, Feature Scaling, and Benchmarking across 7 Classifiers (ANN, SVM, Random Forest, Decision Tree, KNN, Logistic Regression, Naive Bayes)
  - CRISP-DM methodology, Data Drift detection, Overfitting mitigation, Hyperparameter tuning
  - Classification models (ANN, SVM, Random Forest, Decision Tree, KNN, Logistic Regression, Naive Bayes)
  - Workflow automation: n8n, Make.com, Telegram Bot API integration
- **Web Development & Front-End**:
  - HTML5, CSS3, JavaScript (ES6+), TypeScript, React, Tailwind CSS, Vite
  - Mobile-First responsive design, WCAG accessibility compliance, Cross-browser compatibility
  - Web3 dashboards, tokenomics visualizers, and interactive calculation engines
  - Version control with Git and GitHub
- **UI / UX Design & Graphics**:
  - User journey optimization, wireframing, component-based design systems
  - Canva (Expert), Adobe XD, Adobe Photoshop

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## Quantitative Trading & Web3 Expertise

- **Quantitative & Technical Trading (5+ Years Experience)**:
  - Asset classes: Forex, Cryptocurrencies, Equities, Commodities
  - Methodologies: RTM (Read The Market), ICT (Inner Circle Trader), Wyckoff Method, Supply & Demand Zones, Order Flow analysis
  - Custom algorithmic strategies, Buy/Sell indicators, Expert Advisors (EA) in MQL4/MQL5 and Pine Script v5
- **Web3, DeFi & On-Chain Analytics**:
  - Tokenomics design, vesting schedules, liquidity pool mechanics, DEX dynamics
  - Smart contract standards (ERC-20, BEP-20, SPL)
  - On-chain tools: Dune Analytics, Etherscan, DexTools, DexScreener, Solscan
- **Binance Academy Official Certifications (9 Certifications)**:
  1. Complete Blockchain & Cryptocurrency Course
  2. Blockchain Deep Dive
  3. Crypto Deep Dive
  4. Trading & Crypto Investing Masterclass
  5. Decentralized Finance (DeFi) Mastery
  6. Web3 & The Metaverse Architecture
  7. Advanced Trading Strategies & Technical Analysis
  8. Crypto Security, Wallets & Risk Management
  9. Tokenomics, DAO Governance & Smart Contracts

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## Contact & Online Profiles

- **Website**: [https://yasinabolfathi.ir](https://yasinabolfathi.ir)
- **Email**: [yasinabolfathi@gmail.com](mailto:yasinabolfathi@gmail.com)
- **GitHub**: [https://github.com/yasinabolfathitab](https://github.com/yasinabolfathitab)