University of Pennsylvania

- Develop and deliver courses based on Generative AI (GenAI) and Large Language Models (LLM 's) to graduate students, faculty, and staff.
- Recommend both new and revised curricula on incorporating other aspects of Artificial Intelligence (AI) to those same groups.
- Provide best practices for learning Artificial Intelligence.

Senior AI Curriculum Advisor 

- Developed curriculum for and teach classes on Artificial Intelligence. 
- Deliver to Graduate School of Education.
- Recruited expert guest lecturer on Generative AI for AI.
- Mentored and consulted students on the use of Artificial Intelligence.

Artificial Intelligence Co-Instructor

The Wharton School

- Provide research direction and mentorship to MBA and undergraduate students.
- Offer peer counseling to fellow graduate students.
- Draft strategy options for review by AI Accountability Institute.

#AI Research Mentor & Peer Advocate

Gartner

Advises clients in strategic challenges with Machine Learning, Artificial Intelligence, and Decision Sciences.  Specializes in areas such as:

- AI Talent/ AI Organization
- Upskilling AI Staff/ AI Literacy
- AI Strategy
- AI Ethics/ Responsible AI
- Measuring AI success
- Maximizing AI profitability
- Model ensembles
- Project management
- Simplifying operations
- Feature engineering
- Data storytelling 
- Working with stakeholders

Director, Data & Analytics/ AI Expert

Analytics-Edge, LLC

•	Created Data Science/ AI curriculum for Cisco Networking Academy: 3.1 million current students, 190 countries, and 6 languages.
•	Developed and delivered the first Data Science curriculum for all of 3M Asia.
•	Created the first Artificial Intelligence course for Harvard Innovation Labs' Experfy spin-off.
•	Provided consulting and training for clients like AARP, Biogen Pharmaceuticals, IBM, Los Angeles Times, Royal Bank of Canada, St. Jude's Children's Research Hospital, T. Rowe Price, and Wells Fargo.

VP- Artificial Intelligence Educator

Booz Allen Hamilton

•	Founded the Strategic Artificial Intelligence Lab (formally Emerging Technologies AI team)
•	Increased VBA Fraud Model Performance by 500% in 8 weeks
•	Lifted sales forecasting model accuracy from 85% to over 91%
•	Raised chatbot satisfaction levels from 27% to over 70%
•	Developed firmwide Introduction to AI training for 10K employees with a 98% approval rate

Lead Artificial Intelligence Solutions Architect

Legg Mason (Acquired by Franklin Templeton)

•	Provided 440% lift in product Cross-Sell performance with breakthrough AI model using champion/ challenger Model Risk Management platform.
•	Slashed Feature Engineering timelines by 80% with CN2 rule induction methodology.
•	Built and tested almost 300 production-ready models using Python, TensorFlow, SageMaker, and various AWS/ pipelines and processes.
•	Designed, authored, and implemented Artificial Intelligence Roadmap for Legg Mason, creating of Strategic Artificial Intelligence Labs.
•	Benchmarked AUM performance, revenue growth, and product performance over 800 separate data elements.
•	Trained over 150 Legg Mason employees on AI methodology across 3 continents.

Lead Data Scientist

Morgan Stanley

•	Designed, created, and implemented a fraud detection model that captured 40% of all fraud within a 2% turndown threshold, outperforming a custom model created by a third-party consulting firm of experts.
•	Developed and executed custom data science training programs for a team of 12 Morgan Stanley employees across two continents.
•	Trained 25 professionals on 2 continents in Machine Learning/ Artificial Intelligence.
•	Implemented custom Python tool to automate Exploratory Data Analysis for all future modeling efforts.
•	Managed a junior executive to become a full Data Scientist in under four months.
•	Wrote and executed Request for Proposal for Anomaly Detection for a $40 billion book of business.

Vice President of Data Science

Various roles 

•	Wide variety of predictive analytics assignments for over 25 clients, including developing almost 100 predictive models for industries such as banking, cellular, healthcare, hospitality, and non-profits.
•	Saved St. Jude Children's Research Hospital approximately 45% on mailing costs using an advanced modeling ensemble approach of an initial filter model, a secondary response model, and a final donation model.
•	Raised Sheraton Hotels’ response rates by more than 50% for destination promotions using advanced analytics to predict direct mail conversion.
•	Built web-based fraud detection models with sub-second decisioning for PayPal, evaluating up to 1 million purchases per day.
•	Created and deployed a unique Customer Analysis Protocol for Alltel Cellular’s marketing division, allowing immediate data mining “triage” for the entire marketing staff. 
•	Chief Data Scientist, Analytics-Edge, 2000 – 2021
•	VP Consumer Lending, Bank of Hawaii, staff of 7, 1997 - 1999
•	VP Credit Cards, CoreStates Bank, $7.8 million budget, staff of 4, 1995 – 1997
•	VP Credit Card Acquisition, Citicorp, Service Excellence Award, 1986 - 1995

Contract Consulting: Vice President of Analytics/ Data Science

81k | Director, Data & Analytics/ AI @ Gartner

#AI pioneer since 1986, currently working with University of Pennsylvania while studying at Harvard GSE. 🥳

Working to make #ArtificialIntelligence friendlier and more ethical!

Provided ROI results for, among others:

- Audi
- Biogen
- Cisco
- Los Angeles Times
- Mercedes
- Morgan Stanley
- Yale University

How may I help YOU??? 🙂

T. Scott Clendaniel

PETRONAS Carigali Sdn. Bhd.

Job Achievements: 
Led initiatives to enhance the Wells Real-Time Monitoring Center, achieving an increase in value creation through the implementation of Software Development, Machine Learning, and Lean Six Sigma. 

 Developed applications, automated workflows, and created data visualization solutions using PowerApps, Power Automate, and Power BI to streamline business processes, enhance organizational productivity.
 Applied data analysis, predictive algorithms (ML), integrated real-time monitoring systems, and collaborated with stakeholders to optimize drilling operations, reduce costs, and enhance efficiency using data-driven insights. 
 Implemented process improvements, data-driven decision-making, standardization, and continuous 
improvement methodologies leveraging Lean Six Sigma to enhance operational efficiency, mitigate risks, foster cross-functional collaboration, and achieve customer-focused outcomes in drilling operations.

Senior Executive (Wells Digital Solution)

PETRONAS Digital Sdn Bhd

Job Achievements: 
 Performed initial analysis to work with project manager and delivery. 
 Developed data management solution, managed master data and report the results of analysis to the relevant team members and business.

Senior Data Analyst

Malaysia Airports

Job Achievements:
 Led the development of Engineering Digital Transformation (EDT) framework has elevated better business values by 75% through innovative solution.
 Designed and executed digital strategies, operating models, methodologies, toolkits and benchmarks to drove digital transformation.
 Designed and maintained data pipeline by extracted raw data from various sources, transformed into
actionable insights, and loaded into relevant databases ready for consumption (ETL).
 Performed data wrangling to clean, structured and enriched data into desired usable format.
 Performed exploratory data analysis (EDA) to understand data, refined feature variables, discovered hidden trends.
 Established predictive modelling using Machine Learning algorithms to analyze data and interpreted results to reveal hidden patterns, future trends and gained insights.
 Improved efficiency, productivity and decision making up to 85% by eliminating redundancy via automation, robotics process automation, apps development, data analysis and prediction.
 Collaborated with UTM and CAAM to improve Airports operation via digital technology.

PEOPLE SKILLS / POWER SKILLS
 Acting Manager for 7-months in managing 4 subordinates.
 3 years’ experience as a Project Management Lead in managing more than 5 digital projects.

PROJECTS ACHIEVEMENTS & AWARDS
 6 projects completion with total value RM6.49mil in IoT, data analytics, prediction modelling and applications.
 3rd place in MAHB OE League Competition on Automated Data Processing with RM2.2mil cost avoidance.

Senior Executive (Technical Advisory)

6 projects completion in Digital & Data total value RM6.49mil:
 Predictive maintenance via Internet of Things (IoT) for 256 units of People Mover System in KLIA Airports and 1280 units of Baggage Handling System Conveyor Motors in klia2 Airports, project cost RM3.6mil.
• Automated data processing with Microsoft Power BI-SAPBW and In-House Robotic Process Automation for 12 KLIA Airports Terminal Facilities, project cost RM2.2mil.
• Prediction on cooling energy demand and energy saving via Machine Learning Modelling for KLIA Cooling Energy Plant, project cost RM90k.
• Mobile Apps development via Microsoft Power Apps and Power Automate for MAHB Engineering, project cost RM600k.
• Migration work from Microsoft to Google for 34 dashboards, 3 mobile apps and 2 portals across MAHB
Engineering.

Acting Manager (Engineering Strategic)

Job Achievements:
 Supervised all aerobridge systems at KLIA Airports, ensured all systems were well operated and maintained.
 Analyzed repeated malfunctions data and performed preventive maintenance to avoid repeated damage.
 Predicted spare parts to ensure smooth maintenance operation.
 Performed study on aerobridge support reaction analysis for benchmarking purposes.

PEOPLE SKILLS / POWER SKILLS
 Shift Executive Engineer for 5-years in managing 15 subordinates in operation team.

PROJECTS ACHIEVEMENTS & AWARDS
 Benchmarking study for future replacement or extension on KLIA Airports Terminal Facilities-Aerobridge.

Executive Engineer (Operation/Maintenance)

GS Paperboard & Packaging Sdn Bhd

Job Achievements:
 Involved in preliminary study of new and upgraded projects at paper mill, WTE and packaging plant.
 Monitored project progress, performed quality control and periodic technical reports on project status.
 Ensured project is completed in accordance with the designated plan and deadlines.
 Managed to reduce project costs by implementing cost-effective strategies up to 20%.

PEOPLE SKILLS / POWER SKILLS
 4 years’ experience as Project Management Lead in managing more than 9 engineering projects.

PROJECTS ACHIEVEMENTS & AWARDS
 10 projects completion with total value RM9.29mil in paper machine upgrading, cooling system, fire
protection system, power rationalization, boiler installation and building extension.

10 projects completion in Engineering total value RM9.29mil:
• Upgrading project for paper machine system, project cost RM1.9mil.
• Installation of cooling tower for cooling systems in packaging plant and waste energy plant, project cost RM810k.
• Installation of fire protection system for packaging plant, project cost RM1.48mil.
• Power supply rationalization project for paper mill, waste to energy and packaging plant, project cost
RM1.5mil.
• Construction and installation of biomass steam boiler-10t/hr for packaging plant, project cost 3.6mil.

Executive Engineer (Capital Project)

Job Achievements:
 Supervised all mechanical systems for paper machine, ensured all systems were well operated and
maintained.
 Analyzed repeated malfunctions data and performed preventive maintenance to avoid repeated damage.

Executive Engineer (Maintenance)

Senior Data Analyst at PETRONAS Digital Sdn Bhd

16-years experienced and certification in Big Data Analytics and Internet of Things (IoT) with background in 
engineering. Experienced in transform data into actionable insights, software development and automation, 
establishing predictive model using Machine Learning algorithms to solve challenging business problem and designing solution thru digital and technology deployment. Aspire to seek available positions related to data analysis, engineering, project delivery and technology solution in your organization.

People Skills / Power Skills: 
 Acting Manager for 7-months in managing 4 subordinates. 
 5 years’ experience as a Project Management Lead in managing more than 15 digital projects. 
 Shift Executive Engineer for 5-years in managing 15 subordinates in operation team. 
 4 years’ experience as Project Management Lead in managing more than 9 engineering projects.

Projects Achievements & Awards:
 15 projects completion with total value RM28.09mil in IoT, data analytics, prediction modelling and applications. 
 3rd place in MAHB OE League Competition on Automated Data Processing with RM2.2mil cost avoidance.
 Benchmarking study for future replacement or extension on KLIA Airports Terminal Facilities-Aerobridge.
 10 projects completion with total value RM9.29mil in paper machine upgrading, cooling system, fire
protection system, power rationalization, boiler installation and building extension.

Programming Language:
Python, R, JavaScript, CSS, HTML5, PWA, Node.js, Flutter-Dart, Ionic-Angular, PHP, Laravel, MySQL, Apache, PowerShell, DAX, Google Cloud Platform, SAPBW, Fire Base, SQL, NoSQL, Big Data, Big Query.

Software:
Microsoft 365, Power BI, Power Apps, Power Automate, Data Studio (Looker), Appsheet, Google Site, Roboflow, YOLOV5, Visual Studio Code, Anaconda, Android Studio, Ubuntu, VS Code, Jupyter Notebook, Spyder.

Other Skills:
Data Science, Analytics, Internet of Things (IoT), Machine Learning (NUMPY, SCIPY, PANDAS, KERAS, SK LEARN, PYTORCH, TENSORFLOW, XGBOOST, MATPLOTLIB, SEABORN), Deep Learning (CNN, OpenCV), Predictive Maintenance, Web Development, Computer Vision, Robotics Process Automation (RPA), Leadership, Agile, Data Wrangling (cleaning, structuring, enriching data), Exploratory Data Analysis (EDA), Arduino-Python.

taplio

The Battle

T. Scott Clendaniel

Ir. Ts. Hj. Muhammad Fadhli Shuhaimi

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