Name: Sourish Dey
Type: User
Company: DeliveryHero
Bio: Electrical Engineer with and Master's in Data Science, result-oriented data professional with 9+ years exp in AI,ML-Deep Learning,LLM,MLOps.Technology blogger.
Location: Berlin
Blog: https://medium.com/@sourish.syntel
Sourish Dey's Projects
SageMaker Course Material
Cloud lab resources for the " Working with AWS CodeBuild, CodeDeploy, and CodePipeline" lab on Educative.
It has data science driven answers for few critical business problem of AXA
End end implementation including containerized deployment
Automated car damage detection using Instance Segmentation(Mask R-CNN)
This repository consists code for the feature creation from structured data using CNN technique, along with input data and output data
ALS method collaborative filtering-Alternating Least Squares (ALS) is a the model we’ll use to fit our data and find similarities. But before we dive into how it works we should look at some of the basics of matrix factorization which is what we aim to use ALS to accomplish.
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Machine Learning and Data Analysis Case Studies using Spark.
ML model
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
model training and inference in docker container
Streamlit application with fairlearn
Fashion Image Embeddings
8 Git Commands You Should Know
Resources (code, slides) for our GitHub Actions course (https://acad.link/gh-actions)
Mix of MF and CF(Item similarity) based approach
A generic image captioning app using LLM-CV framework
ML Algorithm implementation from scrach
gcp-mlops
Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS
Continuous Integration with GitHub Actions and Neptune
Python code to make German to English transaltion with two types of architecture- 1) Simple LSTM,2) LSTM with attention mechanism.
Neural Style Transfer-Real Time Video Augmentation
About Me
Complete demonstration of creating NLP API with CICD workflow to build and push image to Docker registry
React
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Django
Laravel
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Alibaba
D3
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