プロフィール詳細

プロジェクトを作成

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Dr. Arati S.に依頼

Canada

💡 PhD Chemical Engineer | Process Optimization & Data Science Expert | DOE, Machine Learning & Manufacturing Analytics

プロフィール概要

I am a PhD-trained Chemical Engineer and former Senior Process Engineer with expertise in thin film deposition, process optimization, and manufacturing analytics. I specialize in improving yield, reliability, and throughput through Design of Experiments (DOE), statistical modeling, and root cause analysis. At Lam Research, I led PECVD process improvements that outperformed competitors and defended multimillion-dollar accounts. Skilled in JMP, MATLAB, Python, and R, I deliver data-driven solutions, clear documentation, and evidence-based recommendations for both technical and business stakeholders. With a strong background in technical writing and communication, I have authored peer-reviewed journal publications, developed SOPs, and created dashboards, reports, and client presentations that translate complex findings into actionable insights.

専門分野

• ☆ Catalysis
• ☆ Materials Science & Engineering
• ☆ Nanotechnology & Nanomaterials
• ☆ Electronic, Optical & Magnetic Materials
• ☆ Engineering Education
• ☆ Heat Transfer & Calorimetry
• ☆ Industrial Engineering
• ☆ Manufacturing
• ☆ Continuous Process Manufacturing
• ☆ Manufacturing Optimization
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Natural Language Processing
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Process Engineering

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Non-Medical Regulatory Writing, Technical Writing, Copywriting, Creative Writing

Research Feasibility Study, Fact Checking, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting, Manufacturing Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Recipe Development, Product Evaluation, Manufacturing

職務経験

Research Assistant - PhD Candidate

Michigan State University

1月 2025 - 1月 2025

Teaching Assistant, Data Science (2022)

BrainStation Inc.

9月 2022 - 12月 2022

Research Associate, Education

Simon Fraser University

7月 2021 - 12月 2021

Senior Process Engineer

Lam Research Corporation

4月 2015 - 4月 2018

学歴

Diploma Data Science

BrainStation Inc

5月 2022 - 7月 2022

PhD Chemical Engineering

Michigan State University

8月 2009 - 4月 2015

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Arati Santhanakrishnan, Lars Peereboom, Dennis J. Miller (2018). Catalytic epoxidation of propylene glycol and its acetates . Applied Catalysis A: General.

Arati Santhanakrishnan, Lars Peereboom, Dennis J. Miller, Adina Dumitrascu, Patrick B. Smith (2013). Measurement of p-Toluenesulfonic Acid-Catalyzed Reaction Kinetics of 1,2-Propylene Glycol Acetylation Using In Situ 1H NMR Spectroscopy . Industrial & Engineering Chemistry Research.

Arati Santhanakrishnan, Abigail Shannon, Lars Peereboom, Carl T. Lira, Dennis J. Miller (2013). Kinetics of Mixed Ethanol/n-Butanol Esterification of Butyric Acid with Amberlyst 70 and p-Toluene Sulfonic Acid . Industrial & Engineering Chemistry Research.

Venkata K.S. Pappu, Victor Kanyi, Arati Santhanakrishnan, Carl T. Lira, Dennis J. Miller (2013). Butyric acid esterification kinetics over Amberlyst solid acid catalysts: The effect of alcohol carbon chain length . Bioresource Technology.

Alvaro Orjuela, Abraham J. Yanez, Arati Santhanakrishnan, Carl T. Lira, Dennis J. Miller (2012). Kinetics of mixed succinic acid/acetic acid esterification with Amberlyst 70 ion exchange resin as catalyst . Chemical Engineering Journal.

DISSERTATION THESIS

Arati Santhanakrishnan (2016). Catalysis for formation of bio-derived esters as products and as intermediates to epoxides. Michigan State University ProQuest Dissertations & Theses.