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CVxTz/README.md

Hello ! I am a data scientist with extensive experience in building and deploying machine learning models, particularly in the fields of natural language processing (NLP) and computer vision. Passionate about leveraging the power of large language models (LLMs) and generative AI to solve complex real-world problems. Proven ability to lead projects, mentor junior team members, and deliver impactful results.

My expertise includes:

  • Large Language Model (LLM) Engineering: Developing, fine-tuning, and deploying LLMs for various applications, including agent deployment, textual data extraction, and guided generation. I'm proficient in utilizing different LLM architectures and APIs.
  • Computer Vision: Building and deploying models for tasks such as image classification, image-to-image translation, and object detection. Experience with both traditional and cutting-edge diffusion model techniques.
  • Machine Learning Engineering: Designing, implementing, and deploying scalable and robust machine learning pipelines using cloud platforms (e.g., GCP). Proficient in CI/CD methodologies.
  • NLP: Expertise in tasks such as named entity recognition (NER), sentiment analysis, and text classification.

My recent writing explores practical applications of LLMs and related technologies, detailing methodologies and code examples, published in Towards Data Science:

Social media:

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  1. image_search_engine image_search_engine Public

    Image search engine

    Python 233 40

  2. time_series_forecasting time_series_forecasting Public

    Python 199 62

  3. ECG_Heartbeat_Classification ECG_Heartbeat_Classification Public

    CNN for heartbeat classification

    Python 155 50

  4. EEG_classification EEG_classification Public

    EEG Sleep stage classification using CNN with Keras

    Python 152 39

  5. audio_classification audio_classification Public

    CNN 1D vs 2D audio classification

    Jupyter Notebook 104 26

  6. medical_image_segmentation medical_image_segmentation Public

    Medical image segmentation ( Eye vessel segmentation)

    Python 128 46