Natnael G. Mengistu (NAT)
Lancaster,PA
Summary
Astute Data Scientist with data-driven and technology-focused approach. Communicates clearly with stakeholders and builds consensus around well-founded models. Talented in writing applications and reformulating models.
Overview
4
4
years of professional experience
Work History
Data Scientist
EnhanceIT
02.2023 - 09.2023
- Collaborated with stakeholders across departments to define business objectives and ensure alignment between data science outputs and organizational goals
- Developed a framework for monitoring the performance of deployed models over time via key metrics tracking mechanisms
- Implemented Natural Language Processing models for text analysis, sentiment analysis and machine translation
- Developed machine learning algorithms to predict customer churn rates
- Designed and implemented deep learning models for object detection, recognition, and tracking
Senior Software Engineer
AugArena
09.2022 - 02.2023
- Created custom database schemas to store application data in an efficient manner.
- Developed scalable applications using agile methodologies for timely project delivery.
- Developed and maintained web applications using Python, Django, HTML5, CSS3, Semantic UI, JavaScript, jQuery and SQL
Technical Product Owner
MonitorMe
03.2020 - 01.2021
- Collaborated with users and clients to understand their needs to co-develop a roadmap and drive products and features from concept to launch in a fast-paced environment
- Learned business context of projects to quickly play a leading role in solving problems and driving decisions
- Managed the product backlog and prioritized tickets based on changing requirements
- Turned customer requirements, constraints, and operational expectations into product designs
- Coordinated communication between internal teams, vendors, clients, and other stakeholders throughout the project lifecycle.
Systems Engineer
MonitorMe
03.2020 - 01.2021
- Managed all installed systems and infrastructure for the organization to be in line with company guidelines or SOP
- Researched, developed, and implemented in-house applications to automate operational tasks
- Recommended, configured, enhanced, and maintained relevant security systems and tools
- Developed test plans and procedures.
Data Engineer Intern
Galaxy.AI
07.2019 - 09.2020
- Utilized Python libraries including Pandas, NumPy, SciPy, Matplotlib, and Scikit-learn for data cleaning and exploratory data analysis to identify patterns and insights.
- Designed and coded complex SQL queries to produce actionable insights from internal databases
- Developed Python scripts using the BeautifulSoup library to automate data extraction from websites (web scraping)
- Utilized GIMP to create synthetic data sets for machine learning model training and testing, enhancing the diversity and volume of the dataset.
- Designed and manipulated base images and templates, employing GIMP’s tools to create realistic and varied synthetic data.
Education
Master of Science Information Systems -
Marist College
Poughkeepsie, NY05.2022
Bachelor of Science Computer Science -
Marist College
Poughkeepsie, NY05.2022
Skills
- AI
- Business and Technical Analysis
- Data Mining
- Deep Learning
- LLM
- Machine Learning
- Natural Language Processing
- Python Programming
- Project Management
- Interpersonal Skills
- RDBMS design
- RAG
- SQL Databases
- Statistical Analysis
Timeline
Data Scientist
EnhanceIT
02.2023 - 09.2023
Senior Software Engineer
AugArena
09.2022 - 02.2023
Technical Product Owner
MonitorMe
03.2020 - 01.2021
Systems Engineer
MonitorMe
03.2020 - 01.2021
Data Engineer Intern
Galaxy.AI
07.2019 - 09.2020
Master of Science Information Systems -
Marist College
Bachelor of Science Computer Science -
Marist College
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