Skip to content
View dembasowfr's full-sized avatar
πŸ‘¨β€πŸ’»
I Vision 🧠, Google 🌐 then Implement πŸ‘¨πŸΎβ€πŸ’», therefore I amπŸš€πŸš€πŸš€
πŸ‘¨β€πŸ’»
I Vision 🧠, Google 🌐 then Implement πŸ‘¨πŸΎβ€πŸ’», therefore I amπŸš€πŸš€πŸš€

Block or report dembasowfr

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
dembasowfr/README.md

πŸ₯‡ PORTFOLIO πŸ‘¨β€πŸ’»

MSc in Data Science & Teaching Assistant @ Γ–zyeğin University


πŸ‘‹ ABOUT ME


πŸ† LEADERSHIP & EXPERIENCE


πŸ₯ˆ CORE TECHNICAL SKILLS

🧠 Generative AI & LLM Engineering

πŸ”Ή Large Language Models πŸ”Ή Retrieval-Augmented Generation (RAG) πŸ”Ή Vector Databases πŸ”Ή LLM Frameworks & Tooling
GPT-style architectures
Transformer architecture
Fine-tuning (LoRA / PEFT)
Instruction tuning
Prompt engineering
System prompt design
Chain-of-Thought prompting
Function calling
Structured output generation
Vector embeddings
Semantic search
Hybrid search (BM25 + dense retrieval)
Chunking strategies
Context window optimization
Knowledge-grounded generation
ChromaDB
Pinecone
Weaviate
FAISS
LangChain
LlamaIndex
Hugging Face Transformers
OpenAI API
Tokenization pipelines
Model evaluation (BLEU, ROUGE, Perplexity)
πŸ”Ή Model Deployment & Optimization πŸ”Ή Multimodal AI πŸ”Ή AI Safety & Alignment πŸ”Ή MLOps for Generative AI
Model serving (FastAPI / Docker)
Quantization
ONNX export
GPU acceleration
Batch inference pipelines
Streaming inference
Vision-language models
Image captioning
OCR pipelines
Speech-to-text systems
Hallucination mitigation
Guardrails
Prompt injection prevention
Output validation
MLflow
CI/CD for ML
Experiment tracking
Model versioning
Monitoring model drift

🧠 TRADITIONAL MACHINE LEARNING SKILLS


πŸ‘¨β€πŸ’» SOFTWARE DEVELOPMENT

🎨 FRONTEND

βš™οΈ BACKEND

πŸ—„οΈ DATABASE

🧩 OTHER SKILLS


🌐 CONNECT WITH ME

Feel Whalecomed to reach me out.

Pinned Loading

  1. cefr-level-classification-of-english-text cefr-level-classification-of-english-text Public

    CEFR Level Classification of English Texts Using LoRA-Fine-Tuned FLAN-T5 LLM

    Jupyter Notebook

  2. Feature-based-Sentiment-Analysis-For-Games Feature-based-Sentiment-Analysis-For-Games Public

    This project focuses on aspect-based sentiment analysis of Turkish user reviews for digital games. The goal is to classify sentiments (positive/negative/neutral) for specific features such as graph…

    Jupyter Notebook

  3. ohara-bookshelf ohara-bookshelf Public

    Ohara bookshelf is a smart books recommendation platform using machine learning algorithms and neural network.

  4. face-recognition-and-detection face-recognition-and-detection Public

    A face recognition and detection: The world's simplest facial recognition api for Python and the command line built by Adam Geitgey & Davis King

    Python

  5. generative-ai generative-ai Public

    Forked from GoogleCloudPlatform/generative-ai

    Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

    Jupyter Notebook

  6. next-js-portfolio next-js-portfolio Public

    My latest portfolio where I showcase my resume, upload blogs and more.

    JavaScript