AMIR AREF

Machine Learning & Data Analysis

ABOUT ME

I thrive where AI engineering, machine learning, and business strategy intersect—where technology meets real-world impact. With a Computer Science major and Business Administration minor, I've gained the technical expertise to develop intelligent solutions and the strategic insight to deliver impactful results.

Currently, I work as a Database Analyst, optimizing critical college systems for better performance and scalability. During my internship at Navy Federal Credit Union, I led the development of ForeDash, an internal forecasting platform that employed five machine learning models to automate analysis and improve efficiency and decision-making.

Beyond the domain of my technical repertoire, I believe in the power of communication and mentorship. As a Teaching Assistant, I taught more than 50 students Python, SQL, and problem-solving, helping them break down challenging concepts with clarity. As a Research Methodologist, I applied data science methodologies to analyze 10,000+ Reddit posts, drawing insights into online conversations and human behavior.

I specialize in Python, with hands-on experience in SQL, Power BI, ML models, and Market Analytics. To me, adapting to emerging technologies isn't just about keeping up—it's about using them to solve complex challenges and build innovative solutions.

Looking ahead, I aim to become a Top-Level Analyst within the next two years, followed by pursuing a Master’s in AI or an MBA. In five years, I see myself leading data-driven decision-making at an industry level, shaping strategies that impact businesses and people alike.

Outside of work, I challenge my mind through chess, express creativity through photography, and continuously seek growth and learning. I believe in a strong work ethic, strategic thinking, and staying ahead of the curve—because success is not just about playing the game, it’s about domination.

EXPERIENCES

Database Analyst

Berea College Information Technology (IT) Department · Part-time

Auguet 2024 - Present - Hybrid

  • Maintain 5 critical college applications, systems, and servers, improving performance for 1,600+ users.

  • Collaborate with a team of 5 analysts to enhance application scalability and security, minimizing system downtime

Workforce Optimization Analyst Intern

Navy Federal Credit Union · Full-time

May 2024 - Auguet 2024- Hybrid

  • Developed ForeDash, automating forecasts, metrics, and visualizations with 5 machine-learning models

  • Streamlined staffing projection procedure, potentially reducing processing time by 60% with Python automation

  • Authored technical documentation and led training sessions for the adoption and further development of ForeDash

Methodologist/Researcher

Berea College Economics & Business Department · Full-time

May 2023 - July 2023- On-site

  • Extracted over 10,000 posts from Reddit's API using the PRAW Library and cleaned the data for efficient analysis.

  • Analyzed data semantically and thematically using ML models and LIWC-22, enhancing the quality of research.

  • Authored an approved draft of the research methodology segment, showcasing a strategic approach to data analysis

Photographer

Berea College · Part-timeMay 2022 - Present - Hybrid

  • Conduct photoshoots for individuals featured in Berea College magazine.

  • Train and mentor students to produce high-quality, marketable content.

  • Produce visual content that represents Berea College's mission and culture.

Computer Science Teaching Assistant

Berea College · Part-time Jan 2023 - May 2024 - Hybrid

  • Supported more than 50 students in learning Python, R, SQL, debugging code, and enhancing data analysis skills.

  • Mentored 32+ projects and facilitated team-based learning, improving analytical skills, workflow, and teamwork.

  • Delivered technical lectures and detailed feedback on database tasks, boosting students' analytical understanding.

Graphic Design Teaching Assistant

Berea College · Part-time Jan 2023 - May 2022 - Hybrid

  • Provide support to 30+ students with Adobe Suite and relevant technologies.

  • Managed and maintained 40+ lab equipment and technology during lab hours.

  • Assist professors with organizing class materials for effective lecture delivery.

Sales Representative

Berea College Visitor Center and Shoppe · Full-time

May 2022 - Aug 2022 - On-site

  • Boosted sales by 15% by expediting buying process, and leveraging intent recognition.

  • Achieved 95% customer satisfaction, lauded by management for quality service.

  • Managed cash register, and processed payments, including credit cards.

Berea College Bachelor of Arts - Computer Science

  • Minor Business Administration

AWARDS


Tuition Promise Scholarship

Issued by Berea College · Mar 2021

I was awarded a comprehensive full-ride scholarship covering the expenses for my four-year undergraduate education at Berea College from +1000 international applicants.

Dean's List

Issued by Berea College · May 2023, Fall 2024

The Dean’s List exists to recognize academic excellence. Every term, students who achieve a regular term GPA of 3.4 or higher for at least four total credits are named to the Dean’s List.
Listed on the Dean’s List for Spring 23.

EDUCATION

CERTIFICATES

Machine Learning

Soft Skills

Programming

Data Analysis

View all certificates and verify them on Linked

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