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πŸ‘‹ Hello, I'm Isham!

I am a dedicated Machine Learning Engineer / Artificial Intelligence Researcher with a strong track record in developing and deploying AI-powered solutions πŸš€. My expertise spans machine learning, deep learning algorithms, and prompt engineering, enabling me to tackle complex challenges across various domains.

At work, I thrive on creating impactful AI products πŸ’‘, and in my personal time, I'm passionate about building and sharing projects. These side projects are not just demonstrations but are designed as tutorials for others to learn from and build their own AI applications πŸ€–. Join me in exploring the possibilities of AI!

Skills and Technologies πŸ› οΈ

Programming Languages:

  • Python 🐍, C, C++ βž•βž•, JavaScript πŸ“œ

Machine Learning & Data Science:

  • Machine Learning / Deep Learning: PyTorch πŸ”₯, Tensorflow, Keras, Scikit-Learn πŸ“Š
  • Natural Language Processing & Natural Language Understanding: HuggingFace - Transformers, NLTK, Inflection, SpaCy, Gensim, OpenAI, LangChain, Llama-Index πŸ“
  • Computer Vision and Image Processing: OpenCV, FastAI, PIL, YoloV7, TorchVision πŸ“·
  • MLOps: MLflow πŸ”„

Data Processing & Visualization:

  • Data Analysis and Manipulation: Pandas 🐼, Numpy, Scipy, Excel πŸ“ˆ
  • Data Visualization: Tableau, Power BI, Excel Charts, Jupyter Notebook, Plotly, Seaborn, Klib πŸ“‰
  • Video & Audio Processing: TorchAudio, FFMPEG, PyDub 🎧

Web & API:

  • Web Scraping: Requests, BeautifulSoup, Selenium πŸ•ΈοΈ
  • API Endpoints: FastAPI, AWS, HuggingFace Space 🌐
  • Interactive Dashboards and Interfaces: Streamlit, Gradio πŸ–₯️

Infrastructure:

  • Relational Database: MongoDB, MySQL, PostgreSQL πŸ—„οΈ
  • Graph Database: SparQL, Neo4J πŸ•ΈοΈ
  • Vector Database: FAISS, ChromaDB, Pinecone β†—
  • Version Control: GitHub πŸ”„
  • Infrastructure as Code: Terraform πŸ—οΈ
  • Containerization: Docker πŸ“¦

Project Management:

  • Project Management Tools: Jira, Notion πŸ“‹

Feel free to explore my repositories and contributions. I'm always eager to collaborate on exciting machine learning projects and discuss innovative ideas!

Isham Rashik's Projects

caesar-cipher icon caesar-cipher

Program implemented using Python for ciphering - encryption or decryption of a raw text file.

chainlit-tutorial icon chainlit-tutorial

Short demo on how to use Chainlit library for using Large Language Models API.

coding-assistant-codellama-streamlit icon coding-assistant-codellama-streamlit

This project demonstrates how to utilize Codellama, a local open-source Large Language Model (LLM), and customize its behavior according to your specific requirements using a Modelfile.

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