Enjeda Cekaj-Associate Researcher — AI & Computer Vision
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Experience
Associate Researcher — AI & Computer Vision
University of Augsburg
- Research multimodal AI systems integrating image, text, and structured data.
- Build end-to-end AI pipelines for data processing, model training, and evaluation.
- Develop and test computer vision and image recognition solutions using deep learning.
Data Scientist (Working Student)
PATRIZA SE
- Performed multimodal data analysis (image, text, tabular) for modeling and research projects.
- Conducted research on machine learning algorithms to improve model performance and accuracy.
- Developed computer vision pipelines, including dataset preparation, augmentation, and model experiments.
- Built and maintained end-to-end ETL pipelines for data processing and quality checks.
- Developed interactive R Shiny dashboards so the team could explore and visualize data easily.
Software Engineer
TECH-BEEZ AL
- Built backend software for clients in automotive, healthcare, banking, and public sectors using C# and .NET.
- Designed and implemented microservices architecture with gRPC for communication between services.
- Applied clean architecture and SOLID principles to make the code easier to maintain and extend.
- Created database schemas and optimized queries using Entity Framework and Dapper.
- Worked in Agile teams and managed CI/CD pipelines through Azure DevOps.
Software Engineer Intern
iKubInfo
- Worked on a banking project, developing and maintaining backend features with C# and .NET.
- Applied MVC architecture and managed SQL databases with a focus on data integrity.
Backend Developer Intern
LocalWeb
- Built a bank account management application from scratch using C# and .NET Core.
- Designed the database using the code-first approach and maintained the MSSQL database.
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Banking and Finance, Automotive, Healthcare, and Information Technology.
Business Area Experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Research and Development, Business Intelligence, and Product Development.
Summary
AI Engineer with experience developing end-to-end AI solutions from research to deployment.
Currently, I work as an Associate Researcher (Part time) at the University of Augsburg, focusing on computer vision and multimodal AI. My academic, research, and industry experience spans the full AI lifecycle, from data processing and model development to deployment and production-ready applications.
Skills
Machine Learning & Ai
Scikit-Learn
Xgboost
Random Forest
Gradient Boosting
Explainable Boosting Machines (Ebm)
Feature Engineering
Model Evaluation & Hyperparameter Tuning
Statistical Modeling
Deep Learning
Pytorch
Tensorflow
Keras
Cnns
Vision Transformers (Vit)
Transfer Learning
Fine-Tuning
Lightweight Models (Mobilenet-Class)
Computer Vision & Multimodal Ai
Opencv
Yolov8
Object Detection
Image Classification
Segmentation Pipelines
Ocr (Tesseract)
Multimodal Learning (Image + Text + Structured Data)
Generative Ai & Nlp
Large Language Models (Llms)
Nlp Transformers
Prompt Engineering
Data Science & Visualization
Pandas
Numpy
Data Preprocessing
Statistical Analysis
Hypothesis Testing
Matplotlib
Seaborn
R Shiny
Software Engineering
Python
R
C#
Java
C
Javascript
Php
Cloud & Mlops
Azure
Docker
Kubernetes
Ci/Cd
Azure Devops
Backend & Apis
.Net
Rest Apis
Grpc
Microservices
Entity Framework
Dapper
Databases
Mysql
Postgresql
Sqlite
Sql Server
Hadoop
Tools & Practices
Git
Agile / Scrum
Oop
Unit Testing
Figma
Languages
Education
University of Passau
M.Sc. Artificial Intelligence Engineering, Focus: machine learning, deep learning, computer vision, NLP, multimodal AI systems · Artificial Intelligence Engineering · Passau, Germany
Polytechnic University of Tirana
B.Sc. Computer Engineering, Focus: software engineering, algorithms, databases, system design · Computer Engineering · Tiranë, Albania
Certifications & licenses
Computational Linguistics Fall School
Computational Statistics – Regression In R
Computational Statistics – Statistical Learning In R
Cs 101: Master The Theory Behind Programming
Huawei 5G, AI & Cloud Computing
Introduction To Artificial Intelligence
Statistics
Experience
Global Experience
Expertise
Qualifications
Profile
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