Getting to Know Zeed Almelhem
Results-driven Data Scientist and Software Engineer with over 3 years of experience in machine learning model development, business intelligence, and full-stack solutions. Proven track record of designing and implementing over 10 machine learning models and developing 15+ business intelligence dashboards for various clients.
Introduction
My data journey began at 13 with programming and expanded into data analysis and machine learning by 14. Starting with Python, I learned databases, SQL, calculus, probability, statistics, and linear algebra.
I developed skills in web scraping, data cleaning, extraction, exploratory data analysis, visualization, and dashboard creation. I excel in statistical learning, R, machine learning, and predictive modeling. I've also worked on NLP, text processing, and image manipulation, with plans to explore deep learning next.
Mentors, professors, and professionals have guided me along the way. Join me as I continue to explore data science.
Educational Background
My path in data science and AI has been shaped by self-learning and exploration. Alongside my formal computer science education, I pursued a self-paced online curriculum from the Open Source Society University. I also took courses from MIT, Harvard, and Stanford to broaden my understanding.
In data science, I followed the AMAI AI Experts Roadmap, supplemented by online courses from Stanford Online and Dataquest. This structured approach helped me build a strong foundation in AI and data science principles.
Throughout my journey, mentorship and global connections have been invaluable. Engaging in discussions and seeking advice have played a crucial role in expanding my skills. This combination of formal education and independent learning continues to guide my path in data science and AI, enabling me to innovate and thrive in these fields.
Professional Journey
Throughout my career, I have successfully designed and implemented over 10 machine learning models across diverse projects, delivering tailored solutions for 10+ clients. I specialize in developing business intelligence dashboards and reports that empower organizations across sales, finance, marketing, and HR domains. Additionally, I have led full-stack development projects, including cross-platform mobile apps and admin dashboards, integrating robust security measures and ensuring seamless user experiences. My experience spans sectors including e-commerce, real estate, and education, where I have optimized pricing strategies, enhanced operational efficiency through forecasting techniques, and empowered high school students in career development through innovative data-driven solutions.
Passion for Data Science
"Data is not just a tool; it's the heartbeat of modern discovery." & "My interest is not data, it's the world. And part of world development you can see in numbers."- Hans Rosling
Skills and Expertise
Education is not confined to walls; the journey of self-learning shapes skills that transcend boundaries.
Personal Interests
Beyond data, I'm a web development enthusiast and a skilled soccer player, adding layers of passion to my journey
Inspirations and Role Models
I draw inspiration from notable figures who have left an indelible mark on my data science journey. Andrew Ng, through his insightful interviews and illuminating courses in machine learning, ignited my passion and honed my skills. Presently, Fei-Fei Li stands as a guiding light, inspiring me to delve deeper into the realm of deep learning and unravel its intricate possibilities.
Challenges and Growth
In my pursuit of excellence, challenges became stepping stones. From conquering complex algorithms to embracing unfamiliar datasets, each obstacle carved a path for growth.
Contributions and Community
In my journey, I've nurtured the data science community by sharing my insights and expertise. I've penned enlightening blogs, offered guidance to fellow learners, and enriched the community by publishing datasets crafted through web scraping. My commitment to contribution extends to libraries, where I'm actively involved and poised to cultivate an innovative hub for Explainable AI, empowering transparency and understanding.
