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iraadit/README.md

Hi there 👋

I am an AI engineer with a specialization in Computer Vision, focusing on Object Detection, Segmentation, and Tracking projects.

I am a strong proponent of the Data-centric AI approach, having successfully led multiple end-to-end Deep Learning projects while utilizing optimal MLOps practices.

I have developed a growing appreciation for MLOps alongside my new interest in Large Langage Models.

⚡ Skills:

  • Strong programming skills.
  • Excellent communication skills.
  • I am dedicated to ongoing learning and have a proven ability to adapt my skills to achieve success in any task at hand.

⚡ Tech Stack:

  • Languages: Python, C++
  • DL frameworks: PyTorch, Hugging Face, yolov8, darknet
  • DS libraries: matplotlib, pandas, numpy
  • LLM: llama-index, langchain
  • MLOps: ZenML, cnvrg.io, Roboflow
  • Data labeling: Label Studio, CVAT
  • Data exploration: FiftyOne
  • DL experiment tracking: MLflow, Weights & Biases
  • DL deployment: MLflow, BentoML, Hugging Face Spaces, Streamlit
  • Cloud: AWS
  • Containerization: Docker
  • Version control: Git, Gitlab, GitHub, Bitbucket CI/CD: Gitlab CI/CD, Jenkins

Pinned

  1. CarND-Vehicle-Detection CarND-Vehicle-Detection Public

    Vehicle Detection using YOLO

    Jupyter Notebook 2 1

  2. CarND-Advanced-Lane-Lines CarND-Advanced-Lane-Lines Public

    Detects the lane lines, the lane, its curvature and the offset of the car with respect to it in a dashcam video stream

    Jupyter Notebook 4

  3. CarND-Unscented-Kalman-Filter-Project CarND-Unscented-Kalman-Filter-Project Public

    Unscented Kalman Filter Project for Udacity's Self-Driving Car Nanodegree Program

    C++

  4. CarND-Behavioral-Cloning CarND-Behavioral-Cloning Public

    Behavioral Cloning of a simulated car on a track

    Python

  5. CarND-Extended-Kalman-Filter-Project CarND-Extended-Kalman-Filter-Project Public

    Extended Kalman Filter with RADAR and LIDAR data fusion

    C++

  6. CarND-Traffic-Sign-Classifier-Project CarND-Traffic-Sign-Classifier-Project Public

    Traffic Sign Recognition

    HTML