Summary
Overview
Work History
Education
Skills
Affiliations
Certification
Languages
Timeline
Programming Languages
Hobbies and Interests
Awards
Programming Languages
Generic

Ahmed Umer

Minneapolis,MN

Summary

Goal-oriented professional with a growth mindset and a passion for learning. Skilled in talent utilization, dynamic presentations, and effective communication. Experienced in data analysis, machine learning, predictive modeling, and big data analytics. Excel in collaborative environments with critical thinking and problem-solving skills.

Overview

4
4
years of professional experience
1
1
Certificate

Work History

Research & Development Intern

AspenTech
Medina, MN
06.2024 - Current
  • Developed new features and fixed bugs for Nexus, a company-wide installation management tool used for server generation, customer installation, and product rollout amongst other tools.
  • Utilized languages such as Java, Linux, CMD, TypeScript, HTML, CSS, and Angular for full-stack development and UI/UX design.
  • Worked in an Agile environment,produced System Design Architecture, created Jira issues, and was involved in triage for sprint involved in triage for sprint tasks.

Machine Learning Researcher

Minnesota State University, Mankato
Mankato, MN
08.2024 - 01.2025
  • Developed a custom dataset with over 20,000 YouTube comments using APIs.
  • Developed various machine learning and deep learning models, including BERT, CNN, and BiLSTM.
  • Co-authored an IEEE research paper promoting progress in NLP and content moderation sectors.
  • Placed 2nd in the CADSCOM conference.

Machine Learning Researcher

Minnesota State University, Mankato
Mankato, MN
08.2024 - 11.2024
  • Enhanced customer insights through advanced clustering techniques, identifying distinct segments based on shopping behaviors for tailored marketing strategies and improved engagement.
  • Optimized retail operations by providing actionable insights for strategic store layout design and inventory management, leading to increased sales potential.
  • Employed technical methodologies, including Single-Linkage and K-Means clustering, alongside evaluation metrics like Silhouette scores and Davies-Bouldin Index, to ensure effective segmentation and reliable results.

Software Development Intern

Regis Corporation
Minneapolis, MN
08.2023 - 12.2023
  • Created a web interface that powers a physical window sign capable of tracking the capacity and wait time for each individual location.
  • Worked in tandem with the hardware team to integrate the program through the use of a Raspberry Pi.
  • Developed a visually attractive experience using Python, Zenoti, React.js, and Node.js while incorporating UI/UX input from the design team.

Teaching Assistant

Minnesota State University, Mankato
Mankato, MN
08.2023 - 12.2023
  • Developed educational materials and aided curriculum design for computer science courses, ensuring alignment with industry standards.
  • Managed classroom dynamics and facilitated collaborative problem-solving sessions, fostering an engaging learning environment.
  • Provided targeted tutoring in programming languages (i.e. Python, Java, and C#) and technologies, effectively conveying complex concepts to enhance student comprehension.

Software Automation Intern

AspenTech
Medina, MN
01.2023 - 05.2023
  • Built an automation software in Ansible capable of completing the patching process steps for a template that contained multiple unique servers.
  • Reconstructed several servers and improved the patching process on these servers.
  • The software I built was the first of its kind for the company and is currently serving as a reference guide.

Data Science Intern

Wallaroo.AI
Boston, NY
01.2023 - 05.2023
  • Built 21 sklearn Machine Learning Models and parsed the underlying data from various industry domains.
  • Utilized DevOps skills to convert each Machine Learning model into the ONNX and Wallaroo frameworks.
  • Implemented data collection and data cleaning for a multitude of datasets from the Healthcare, Financial Services, Automotive, Manufacturing, Synthetic Vision, Real Estate, and Text Processing Industries.

Machine Learning Researcher

Minnesota State University, Mankato
Mankato, MN
01.2022 - 06.2022
  • Researched optical fibers and produced research about how to optimize fibers, along with the elements contained within them.
  • Utilized machine learning algorithms that allowed for efficacy tests to be conducted.
  • Acquired an amplitude of knowledge of the structurate of optical fibers and their ability to transfer data and produced a research paper.

Machine Learning Intern

University of Minnesota, Twin Cities
St. Paul, MN
05.2021 - 06.2021
  • Served in a month-long project with Dr. Lundgren, in which we developed an image recognition app utilizing supervised learning with Machine Learning and Deep Learning neural networks.
  • Researched new methods of machine learning to stay up-to-date with industry trends.
  • Utilized Sci-Kit Learn, TensorFlow, and PyTorch to address the complexity of neural networks and deep learning, including their implementations in the computer vision space.

Education

Bachelor of Science - Computer Science & Mathematics

Minnesota State University, Mankato
Mankato
12-2024

Skills

  • PyTorch
  • Automation
  • Data Structures
  • Full Stack
  • UI/UX design
  • Data Science
  • API / Web scraping
  • Machine Learning
  • Deep Learning
  • Data Analytics
  • Communication Skills
  • Git / GitHub
  • Docker
  • SciKit Learn
  • MongoDB
  • TensorFlow
  • Pandas
  • Numpy
  • Django
  • Hadoop
  • Selenium
  • MatplotLib
  • Jupyter Notebook
  • Statistics
  • Apache
  • Algorithms
  • Project Management
  • Adaptability and Flexibility
  • Data Visualization
  • Critical Thinking
  • Business understanding
  • Analytical Thinking
  • Decision-Making
  • Problem-Solving
  • Agile Methodologies
  • Data Preprocessing and Cleaning
  • Research Skills

Affiliations

August 2022 - May 2023

Residential Advisor - Minnesota State University, Mankato l Mankato, MN

Built a welcoming environment within the dorm halls for residents of the school. Along with utilizing conflict resolution skills and maintaining a safe hazard-free living space for the residents. Utilized organizational, communication, and problem-solving skills in this role. Managed emergencies, enforced rules, and regulations, organized social functions, and provided emergency and medical care.

August 2022 - December 2024

Vice President - Black Intelligent Gentlemen | Mankato, MN

Organizing meetings and events to connect those of diverse backgrounds and to enhance the black community on campus and in the city of Mankato. Volunteering throughout the surrounding communities to build cleaner, safer, and more welcoming environments. Educating the community on current matters, financial literacy, investing, and wealth management practices.

Certification

  • Machine Learning with Python
  • Databases and SQL for Data Science with Python
  • IBM Data Science Specialization
  • Python Project for Data Science
  • Python for Data Science, AI & Development

Languages

English
Native/ Bilingual
Spanish
Full Professional
Arabic
Limited
Amharic
Professional

Timeline

Machine Learning Researcher

Minnesota State University, Mankato
08.2024 - 01.2025

Machine Learning Researcher

Minnesota State University, Mankato
08.2024 - 11.2024

Research & Development Intern

AspenTech
06.2024 - Current

Software Development Intern

Regis Corporation
08.2023 - 12.2023

Teaching Assistant

Minnesota State University, Mankato
08.2023 - 12.2023

Software Automation Intern

AspenTech
01.2023 - 05.2023

Data Science Intern

Wallaroo.AI
01.2023 - 05.2023

Machine Learning Researcher

Minnesota State University, Mankato
01.2022 - 06.2022

Machine Learning Intern

University of Minnesota, Twin Cities
05.2021 - 06.2021
  • Machine Learning with Python
  • Databases and SQL for Data Science with Python
  • IBM Data Science Specialization
  • Python Project for Data Science
  • Python for Data Science, AI & Development

Bachelor of Science - Computer Science & Mathematics

Minnesota State University, Mankato

Programming Languages

  • Python
  • C/C++
  • JavaScript
  • Ansible
  • Java
  • Node.js
  • React.js
  • Elixir
  • Angular
  • HTML/CSS
  • R
  • R studios
  • C#
  • SQL
  • PHP
  • TypeScript
  • Window PowerShell
  • Linux
  • Unix

Hobbies and Interests

  • Reading
  • Basketball
  • Cars
  • Investing
  • Golf
  • Working out

Awards

  • B.I.G Founders Award, 2023
  • DEI Student Leadership Award, 2023

Programming Languages

  • Python
  • C/C++
  • JavaScript
  • Ansible
  • Java
  • Node.js
  • React.js
  • Elixir
  • Angular
  • HTML/CSS
  • R
  • R studios
  • C#
  • SQL
  • PHP
  • TypeScript
  • Window PowerShell
  • Linux
  • Unix
Ahmed Umer