Applied Data Science Program

MIT Professional Education

[Sep - Dec 2022]

The MIT Professional Education's Applied Data Science Program, taught by MIT faculty via live virtual classes, spans 12 weeks focusing on data science and machine learning applications. Participants will learn through Python, engage with machine learning and deep learning models, and apply these skills in a final capstone project to solve real-world challenges.

Courses: Foundations for Data Science, Data Analysis & Visualization, Machine Learning, Practical Data Science, Deep Learning, Recommendation Systems, Capstone Project.

Skills Acquired: Python, Statistical Foundations, Data Handling, EDA & Visualization, Clustering Methods, Network Analysis, Supervised & Unsupervised Learning, Model Evaluation, Decision Trees, Random Forest, Time Series Analysis, Basics of Neural Networks, Convolutional Neural Networks, Recommendation Systems.

Generative AI Series

IBM

[Dec 2023 - Jan 2024]

Courses:

Generative AI: Introduction and Applications.

Generative AI: Prompt Engineering Basics.

Generative AI: Foundation Models and Platforms.

Generative AI: Impact, Considerations, and Ethical Issues.

Core Generative AI Skills:

• Fundamental understanding of Generative AI

• Evolution of Generative AI technologies

• Applications across text, image, audio, video, and virtual worlds

Technical Proficiencies:

• Proficiency in Generative AI models and tools: GPT, DALL-E, Stable Diffusion, Synthesia

• Familiarity with Large Language Models (LLMs), GANs, VAEs, Transformers, Diffusion Models

• Development and application of Foundation Models

Prompt Engineering:

• Techniques and approaches for effective prompt writing

• Zero-shot and few-shot learning methods

• Interview, Chain-of-Thought, Tree-of-Thought prompt engineering

Ethical and Social Considerations:

• Understanding the societal and environmental impact of Generative AI

• Data privacy, biases, copyright issues

• Transparency, accountability, privacy, safety

• Insights on the socioeconomic impacts of Generative AI

A Snapshot from My Career at ICON plc

[August 2021 - August 2022]

During my time at ICON plc as a Site Activation Lead, I was honored with several awards that highlight my dedication to excellence, teamwork, and project success. These awards are a testament to my ability to manage complex projects, work effectively with others, and consistently deliver outstanding results.

Agility Award: "A Special Thank You" - June 6, 2022

• Recognized for skillfully managing difficult project conditions and mentoring new team member, driving progress efficiently.

Accountability & Delivery Award: "Thank you for your diligent & hard work" - January 23, 2022

• Praised for exceeding client expectations and significantly speeding up project milestones through effective management and foresight.

Accountability & Delivery Award: "First SIV milestone achieved ahead of schedule!" - January 24, 2022

• Acknowledged for exceptional effort leading to early achievement of key project goals, marking a success for the team.

Collaboration Award: "Fast learner, fantastic team member" - March 31, 2022

• Commended for exceptional performance and leadership shortly after joining ICON plc, showcasing quick learning and contribution.

Collaboration Award: "Sponsor Engage Survey - All 10s" - April 5, 2022

• Awarded for perfect feedback scores from a project sponsor, reflecting strong relationships and commitment to values.