İkbal Ünal Email & Phone Number

i have worked on:- linear nn for classification and regression- ml perceptron, forward and backward prop- cnn, convolution for images, padding, pooling, batch norm etc, yolo realtime object tracking- rnn, sequence learning, encoder decoder, lstm,gru pt embedding.- recommender systems, traditional and dnn based models, seq2seq models, dynamic representations- document classification after img2txt, summarization, qna with bert model etc..- local or serviced llms, chatbots, document analysis, sentiment analysis, process analysis, e2e rag pipelines- supervised fine tune and reinforcement learning with trl, direct preference optimization, peft, low rank adaptation- strategy design patterns, decision making, basic level jax-flax, jit operations.my toolkit:- training on linux, cuda- python, numpy, pandas- sklearn, pytorch- flask, fastapi, docker, git- langchain, streamlit, huggingface, ollama⭑GitHub : https://github.com/ikbalunal

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  Sakarya Üniversitesi

  Information Systems Engineering