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Data Science and Machine Learning
Data Science and Machine Learning
Data is ubiquitous, and both individuals and organizations rely on it for decision-making and understanding the world around us. At TigerGraph, I was privileged to work alongside top-notch data scientists and trainers, learning about the potential of Graph analytics, Machine Learning, and AI.
During my tenure at TigerGraph, I created various certification paths like TigerGraph Associate Certificate, Graph Algorithms for Machine Learning Certification, and Machine Learning Certification at basic and advanced levels. Here are a few samples from the curriculums and certification paths:
Background
Included in the Machine Learning Workbench Curriculum and TigerGraph Associate Exam are a series of mock-ups and videos. The curriculum itself comprises a 5-hour course divided into three distinct parts, offering a comprehensive overview of the product. This certification exam is open to all Graph-ML enthusiasts and can be registered for through TigerGraph University.
My Role: I managed this project from start to finish, which involved designing the test interface, badge, and certificate. I collaborated with subject matter experts to develop the question bank and integrated the test into the LMS platform using Zapier to interface with our badging partner, Credly. As a result, the entire process, from test creation to certification issuance, was streamlined and efficient.
ID Methodology and Tools
Engaging animations and analogies to explain complex concepts
Real-life and business-relevant examples
Case study-based quizzes with feedback after each section
Tools used - Vyond, Articulate Rise, Articulate Storyline, Adobe Illustrator, Photoshop, Powerpoint, Gsuite for collaboration, Google Sites for Glossary
Hosted on Lessonly (TigerGraph University)
Course Mock-up
Course Mock-up
Certification Test Mock-up
Certification Test Mock-up
Why Data Science?
Why Data Science?
Demystifying Machine Learning
Demystifying Machine Learning
Information Security
Information Security
Throughout my career, I have dedicated a significant amount of time to collaborating with IT clients, including SAAS, Cloud, Data Analytics, and Product Security teams. The following samples highlight my experience in IT Security, with subject matter expertise derived from The Open Web Application Security Project (OWASP), a non-profit foundation dedicated to improving software security.
Log Forging and Insecure Direct Object References
Log Forging and Insecure Direct Object References
Background
To avoid cybersecurity issues such as Log Forging and Insecure Direct Object Reference Vulnerabilities, developers can employ simple sanitization functions and include additional authorization checks while writing code. This course, developed for Equifax, aims to educate developers about these vulnerabilities and their potential consequences. By utilizing proven methods for prevention, developers can better safeguard their code and mitigate potential security risks.
My role: With subject matter expertise from the VP of Security, I developed approximately 20 micro-learning modules for just-in-time reference by software developers. The Sanitization functions were made available on Confluence for easy access and use.
Results: We received extensive positive feedback about these quick reference videos from the team leads and also noticed fewer vulnerabilities in the Fortify reports.
ID Methodology and Tools
Engaging animations and analogies to explain complex concepts - watch the use of Log Forging Sanitizer function below
Realistic examples to relate and understand how vulnerable unsecured systems can be
Chunking content into digestible bites
Case Study-based quizzes with immediate feedback and remediation
Tools used - Articulate Storyline, Adobe Illustrator, MS PowerPoint, Audacity and Vyond
Use of Sanitizer Function - Video
Use of Sanitizer Function - Video
Fixing IDOR Sample
Fixing IDOR Sample
Please note that I utilized an automated voice to produce this sample, which is why it sounds robotic. The voiceover used in the real course is professional.
Other Industries
Other Industries
Applied Behavioral Analysis
Applied Behavioral Analysis
Background
I created this sample to be used by a start-up client called Primetime Premier Productions on their webpage. This is an introductory course on Applied Behavioral Analysis for aspiring therapists.
ID Methodology and Tools
An easy click to reveal interactions for a quick walk-through on the subject.
Tools used - Articulate Storyline, Adobe Illustrator, Photoshop, and MS Powerpoint
Hover to reveal interactions
Engaging and relatable case studies
Answers to common missconceptions
Application knowledge check for retention
Employee Review and Career Development
Employee Review and Career Development
Background
This is a sample from an onboarding program I created for a client. This video talks about essential aspects of setting goals and review cycles.
Tools
Articulate Rise for putting the content together
Vyond for explainer videos
Contact Protocol for Sexual Assault Victims
Contact Protocol for Sexual Assault Victims
Background
I created this sample in Articulate Storyline as a course requirement for my Master's program.
ID Methodology and Tools
Branching to address multiple scenarios on whom to contact for sexual assault victims.
Tools used - Articulate Storyline, Photoshop, and MS Powerpoint
Note: This sample has no voice over
Click here to experience the sample.
Equal Employment Opportunity - Compliance Training for Managers
Equal Employment Opportunity - Compliance Training for Managers
Background
As part of my Master's program, I developed this sample course to fulfill a course requirement. The challenge was to make dry compliance content, such as EEO, more engaging. To achieve this, I curated the content, wrote the script, designed layouts, and authored the course for a fictitious company named Teletech. The result is a dynamic and engaging course that effectively presents important compliance information to learners.
Identifying Ideal Customer Profiles for Sales Representatives
Identifying Ideal Customer Profiles for Sales Representatives
Background
This is a sample from my work at AXIOM Salesforce, Inc. developed for the sales representatives to source the right types of leads by matching them with the ideal customer profile.
ID Methodology and Tools
Utilize analogies and storytelling techniques to captivate and hold the attention of learners
Utilize a comprehensive case study to illustrate a systematic approach for identifying ideal profiles step-by-step
Tools used - Articulate Storyline, Illustrator, Photoshop, and MS Powerpoint
Click here to experience the sample.
Instructor-Led & Writing Samples
Instructor-Led & Writing Samples
Time Management One-Day Workshop
Time Management One-Day Workshop
Background
I created this workshop for a BFSI employer where I worked for four years. While it was one of my first instructor-led training (ILT) sessions, it remains one of my favorites. For this project, I conducted extensive research and curated the content, in addition to writing and designing the workshop slides, facilitator's guide, and participants' handouts. The program included actionable takeaways that could be applied in daily work life to manage time more effectively. The feedback we received was outstanding, and we observed tangible results as managers demonstrated significant improvements in their time management skills.
Interactive Student Guide Mock-up
Interactive Student Guide Mock-up
Background
I created these interactive student guides in Adobe InDesign to assist lab practice for an instructor-led course at TigerGraph. The students could follow along with the instructor while taking notes and checking off the items completed.
Features
Intuitive Design and layout
Detailed instructions in simple language
Space to make notes after each section
Pictures of icons and buttons from the real UI for easy identification and navigation through the interface
Click through the mock-up screens on the right.
Paper on Instructional Systems Design
Paper on Instructional Systems Design
Background
I wrote this paper as a course requirement for my Master's program. This project focuses on solving a business problem for a fictional company through training. The paper includes a detailed gap, performance, and instructional analysis; identifying skill gaps by analyzing learners and contexts; defining measurable performance objectives, assessment instruments, and instructional strategy. The paper also covers how formative and summative evaluations play a vital role in determining the effectiveness of a training program.
Instructional Systems Design Project - Susmita Devisetty (1).pdfOther writing samples
Other writing samples
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