Eren Gemici
Machine Learning Developer - Multimodal AI & Cloud Specialist
Istanbul
Summary
Innovative and results-oriented Machine Learning Developer with hands-on experience in multimodal AI, LLM fine-tuning, and real-time deployment on AWS, Azure, and edge devices. Expertise in Computer Vision, NLP, Bayesian learning, and scalable AI systems. Skilled in SQL-driven data analysis, Agile methodologies, and model lifecycle management. Proven impact in AI education, startup deployments, and research-grade systems.
Overview
4
4
years of professional experience
5
5
years of post-secondary education
3
3
Certifications
Work History
Instructor - AI & Software Development
Arı Bilgi
08.2024 - 05.2025
- Delivered advanced courses in Python, Machine Learning, and Deep Learning.
- Designed project-based learning paths aligned with CRISP-DM.
- Mentored 50+ students in capstone projects focused on finance, HR, and predictive analytics.
- Generated 20% increase in student placement via industry-aligned applications.
AI Engineer Intern
Inovako
01.2024 - 12.2024
- Created defect detection system using CNNs deployed on AWS SageMaker.
- Reduced manual inspection time by 40% with automated vision tools.
Machine Learning Developer
Elizya Robotics
10.2021 - 10.2024
- Developed underwater CV models using TensorRT for autonomous navigation.
- Deployed real-time object detection systems using YOLOv5 on Jetson Nano.
- Led a team of 3 junior AI engineers; introduced versioning & model evaluation pipelines.
Instructor - AI & Data Science
Atölye Ataşehir
01.2024 - 07.2024
- Mentored real-world AI projects using FastAPI, Streamlit, and Hugging Face.
- Focused on NLP pipelines, custom token classification, and deployment workflows.
AI Engineer Intern
SAB Robotics
05.2023 - 11.2023
- Developed CV modules for agriculture-focused ROVs.
- Utilized GANs to augment crop health data with synthetic samples.
Education
Bachelor of Science - Mechatronics Engineering
01.2021 - Current
- Graduate | Project Student - Turkish MoNE, Malatya Science Center
- Completed advanced curriculum in Robotics, AI, Applied Sciences
- Certified in National Robotics Project Program
Skills
Python
C
C
MATLAB
R
SQL
Git
Jupyter Notebooks
PyTorch
TensorFlow
Hugging Face
FastAPI
OpenCV
Cloud Computing
Google Colab
Strong communication skills
Certification
Kaggle Advanced ML & Data Engineering
Achievements And Leadership
- 2nd Place - GIS Hackathon by MAPIN Technologies: Developed a geospatial ML model using real-world GIS data.
- 4th Place - Bootcamp24, YTU Entrepreneurship Club: Designed an AI-driven startup pitch.
- 7th Place - Retail Analytics Datathon, Invent Analytics: Created a forecasting model for inventory planning.
- Founder - Artificial Intelligence Clubs Association.
- Founder - Işık AI & Data Science Club.
Project Highlights
- LLM-Based Financial Advisor Chatbot, Integrated OpenAI GPT, TradingView_TA, and yfinance for real-time stock analysis., Built intent detection module; deployed as a Django-based web application with user authentication, financial dashboard, and real-time analytics., Result: 2x increase in session duration for financial users., Project source and implementation details available upon request (NDA protected).
- Alloy Composition Prediction using Bayesian CNN, Applied Monte Carlo Dropout to perform uncertainty-aware regression on spectrometry data., Combined real-world + synthetic data for 10x robustness in low-sample settings.
- Omnivor Agricultural ROV - SAB Robotics, CV-based autonomous rover for smart farming applications., Showcased in SAB Robotics innovation post (LinkedIn)., Project source code, design documents, and training pipeline available under NDA.
- Automotive Parts Segmentation - Inovako, Instance segmentation pipeline built on custom CNNs., Deployment on AWS with real-time alerting dashboard., Model architecture and training data handling available upon request (NDA protected).
Kaggle
kaggle.com/erengemc
Timeline
Instructor - AI & Software Development - Arı Bilgi
08.2024 - 05.2025
AI Engineer Intern - Inovako
01.2024 - 12.2024
Instructor - AI & Data Science - Atölye Ataşehir
01.2024 - 07.2024
AI Engineer Intern - SAB Robotics
05.2023 - 11.2023
Machine Learning Developer - Elizya Robotics
10.2021 - 10.2024
Işık University - Bachelor of Science, Mechatronics Engineering
01.2021 - Current