
Aiden Ahmet Erdogan
AI/ML Engineer | MLOps, NLP, LLM, GCP
Updated 9 months ago
8+
Years Experience
7
Roles
42
Skills
2
Education
About
###Summary Sr. Software AI Engineer with 6 years of expertise in advanced analytics, statistical modeling, state-of-art ML model development, MLOps, and NLP. Skilled in extracting insights from complex datasets to drive data-driven decision-making. Recognized for enhancing ML models resulting in significant accuracy improvements and sales. Proven track record of elevating customer satisfaction and sales through innovative solutions. Adept at spearheading data and ML model quality improvements and operational efficiencies (MLOps), resulting in substantial cost savings. Adept at collaborating across teams to align ML strategies with business goals. Strong problem-solving skills coupled with a commitment to staying abreast of the latest advancements. Proven track record in cost reduction, revenue growth, and delivering impactful solutions. ###Strengths Machine Learning: Crafting ML models adept at addressing business challenges and enhancing operational efficiency. Statistical Modeling: Applying advanced statistical methods to analyze data patterns & forecast future trends by precision. Data Analysis: Applying analytical techniques to dissect complex datasets, uncover insights for informed decision-making. NLP: Harnessing NLP techniques to extract meaningful insights from text data, enabling deeper understanding and analysis. Large Language Models (LLM): Leveraging state-of-the-art LLMs to tackle complex language understanding tasks. MLOps: Implementing robust operational practices to streamline the development, deployment, and management of ML models, ensuring seamless integration into existing systems.
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Experience (7 roles)
Sr. Software AI Engineer
CurrentSkills: Machine Learning · MLOps · Artificial Intelligence (AI)
Data Scientist
Achievements/Tasks • Developed an industry generation system with PEFT LLM Llama & GCP, achieving over 10% accuracy increase in ML matching models. This resulted in 15% fewer matching errors, boosting customer satisfaction and business outcomes. • Enhanced ML solutions for entities with feature engi...
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Education (2)
Istanbul University
Sep 2021 - Jul 2022
Grade: 3.5 Skills: Pandas (Software) · English · Data Science · Python (Programming Language) · Communication · SQL
Firat University
2014 - 2019
Grade: 2.86 Skills: Pandas (Software) · Machine Learning · English · Statistics · Data Science · Python (Programming Language) · Data Analysis · Extract, Transform, Load (ETL) · Communication · SQL · Hypothesis Testing · Natural Language Processing (NLP) · Exploratory Data Analysis
Skills (42)
Certifications (12)▼
Cyber Security and Innovation Conference
FEBİTEK
Data Analysis Training with R Programming Language
TÜBİTAK
Introduction to Large Language Models
Artificial Intelligence Foundations: Machine Learning
Python
Kaggle
Visualization Techniques with R Programming
TÜBİTAK
Artificial Intelligence Foundations: Thinking Machines
Machine Learning ML Days Study Jam
Global AI Hub
Future Engineers Compete Their Designs
Kariyer.net
Arc Certified Remote Developer
Arc.dev
Deep Learning: Getting Started
Machine Learning with Python: Foundations
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