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Achievements

Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLO

Achievements

Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLO

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aaalexlit/README.md

Hi, I'm Alex 👋

I'm an AI/Data Engineer, and I'm interested in everything ML/AI

🌱 I’m currently Improving my statistical inferences with the help of wonderful Daniel Lakens

My recent projects:

LLM-powered Question Answering Slack bot

to accompany 4 Zoomcamps by DataTalksClub

Project Repo

Zoomcamp QA Bot

Behind the scenes

Tech stack

Connecting the dots
Llamaindex
Vertor DB
Milvus and Zilliz (Cloud-Native Milvus)
Orchestration
Prefect
Embeddings
BAAI/bge-small-en-v1.5
Re-ranker
Cohere re-ranker

The ingestion

Alternate Text

Blood Vessel Segmentation

Fine-tune Ultralytics YOLOv8 segmentation model on 3D Hierarchical Phase-Contrast Tomography (HiP-CT) data from human kidneys to segment blood vessels.

Project Repo

Hacking the Human Vasculature

EDA => Training => Hyperparameter tuning => Deployment as a service (FastAPI) => Containerization => Deployment to AWS EKS

FastAPI Service screenshot

Diabetes classification model training and deployment

Project Repo

MLZoomcamp Midterm project

End-to-end MLOps Pipeline

Workflow diagram

Project Repos

  1. Training pipeline
  2. Prediction web service
  3. Prediction web service IAC

Climate change-related news articles Scientific verification

A tool and an API for Climate change-related news articles Scientific verification and Global warming stance detection

Components

NLP Framework
Haystack
Vertor DB
FAISS
API
FastAPI
UI
Streamlit
Semantic Search
Sentence Transformers

Application UI

developed as a part of Omdena's Detecting Bias in Climate Reporting in English and German Language News Media Local Chapter Challenge

Project Repos

  1. WebApp repo
  2. API repo
  3. Auxiliary repo 1 Auxiliary repo 2

Alex's GitHub stats
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  1. faq-slack-bot faq-slack-bot Public

    LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps

    Python 57 9

  2. tube-to-text-coach tube-to-text-coach Public

    A fitness companion app that transforms YouTube videos featuring spoken follow-along routines into written, step-by-step exercise instructions

    Python

  3. capitalbikeshare-mlops capitalbikeshare-mlops Public

    MLOps Zoomcamp course final project. End-to-end MLOps pipeline

    Jupyter Notebook 6

  4. hacking-human-vasculature hacking-human-vasculature Public

    Project for SenNet + HOA - Hacking the Human Vasculature in 3D Kaggle competition + ML Zoomcamp final project

    Jupyter Notebook 2 1

  5. DEMO-image-search-dishes DEMO-image-search-dishes Public

    Forked from weaviate-tutorials/DEMO-image-search-dishes

    Python

  6. ml_zoomcamp_midterm_cdc_diabetes ml_zoomcamp_midterm_cdc_diabetes Public

    Diabetes classification model training and deployment. DataTalks.Club Machine Learning Zoomcamp Midterm project.

    Jupyter Notebook

点击 这是indexloc提供的php浏览器服务，不要输入任何密码和下载