Skip to content
View iraadit's full-sized avatar
18 followers · 85 following

Achievements

Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

Block or report iraadit

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.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, 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
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 Loading

  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