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
Certification
Work History
Machine Learning Researcher
Minnesota State University, Mankato
Mankato, MN
08.2024 - Current
- Developed a custom dataset with 20,000+ YouTube comments using the YouTube Comments API.
- Developed various machine learning models, including BERT, CNN, and BiLSTM.
- Co-authored an IEEE research paper promoting progress in NLP and content moderation sectors.
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.
- 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 and created Jira issues, and was involved in triage for sprint tasks.
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.
Machine Learning Researcher
Minnesota State University, Mankato
Mankato, MN
08.2024 - 10.2024
- Engineered machine learning algorithm to identify phishing websites.
- Employed feature selection, standardization, and advanced models like Random Forest and Decision Trees to dynamically detect evolving phishing tactics.
- Delivered a transparent, adaptable solution that provides accurate, real-time detection, helping safeguard sensitive information, and reduce data breach risks.
- Documented findings from experiments and presented them at workshops.
Software Development Lead 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 Lead 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.
Research Apprentice
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 structuration of optical fibers and their ability to transfer data.
MavPass Leader
Minnesota State University, Mankato
Mankato, MN
01.2022 - 06.2022
- Constructed a facilitated learning environment for students in Python programming courses through the development of daily lesson plans targeted for the students to deepen their knowledge of programming concepts and semantics.
- Served in a teaching aspect and answered questions regarding the lessons, along with developing the ability to explain topics, to allow people with a baseline to no understanding of a topic to understand the topic to a general level of complexity.
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.
- Learned Python, 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
Mankato12-2024
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, andwealth management practices.
Awards
- B.I.G Founders Award, 2023
- DEI Student Leadership Award, 2023
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
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
Languages
English
Native/ Bilingual
Spanish
Full Professional
Arabic
Limited
Amharic
Professional
Interests
Golf
Martial Arts
Cars
Reading
Working Out
Basketball
Work Preference
Work Type
Full TimeWork Location
RemoteHybridOn-SiteImportant To Me
Personal development programsFlexible work hoursStock Options / Equity / Profit SharingWork from home optionCareer advancementTimeline
Machine Learning Researcher
Minnesota State University, Mankato
08.2024 - Current
Machine Learning Researcher
Minnesota State University, Mankato
08.2024 - 11.2024
Machine Learning Researcher
Minnesota State University, Mankato
08.2024 - 10.2024
Research & Development Intern
AspenTech
06.2024 - Current
Software Development Lead 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 Lead Intern
Wallaroo.AI
01.2023 - 05.2023
Research Apprentice
Minnesota State University, Mankato
01.2022 - 06.2022
MavPass Leader
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
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