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followers: 13.0 following: 10.0 repos: 59.0 gists: 0.0

Name: Kopal Garg

Type: User

Company: Cartography

Bio: MSc CS @UofT @vectorinstitute | Engineering @uWaterloo | Data Scientist @Cartographybio

Location: Seattle, WA

Blog: http://www.cs.toronto.edu/~kopal/

Hi 👋, i'm Kopal!

📍 Data Scientist & MLE @cartography currently in Seattle, WA
📚 I have a Masters in CS from the University of Toronto, and an Engineering degree from the University of Waterloo
📫 Feel free to ping me: [email protected]
✍🏼 Check out my data science and cloud computing blog: Up To Data

My latest blog posts

Use Google Cloud Batch for Running WDLs
Data Sync Between Google BigQuery and Google Sheet
Docs or it didn't happen
Swagger documentation for RESTful APIs with Python and Flask
Setting Up Neo4j Graph Database on a GCP VM
Exploring Friendships and Coffee Shops with Neo4j on GCP
Automated Testing of GitHub Actions for Docker Image Deployment
Unit and Integration Testing Strategies for Robust CI/CD Pipelines
Iterative prompting with LLMs
Feedback loops for refining text generation
Failure Handling in Apache Airflow DAGs
Learn strategies for graceful failures and efficient monitoring in your DAGs.
Tuning Vertex AI Models and Using Caching Strategies for Inference
Fine-tuning language models using Google's Vertex AI
GPU-Enabled Workflows with Docker and WDL
Create GPU-enabled Docker containers on Artifact Registry

Cloud and DevOps

Machine Learning

Data Management & Visualization

Bioinformatics

Connect with me

Kopal Garg's Projects

alacpd

Change-point detection using neural networks

brits

Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series

captum

Model interpretability and understanding for PyTorch

change_point_detection

chest-x-ray-classification

cochlear_implant_simulation

cochlear implant processing MATLAB simulation program

cord_cpd

Correlation-aware Change-point Detection via Graph Neural Networks

correlation_based_cpd

correlation based change point detection in wearable data

cromshell

CLI for interacting with Cromwell servers

csc2515-machine-learning

Fall 2021 - CSC2515

deeptemporalclustering

:chart_with_upwards_trend: Keras implementation of the Deep Temporal Clustering (DTC) model

deseq2-lin28b

dtc-tensorflow

Implementation of Deep Temporal Clustering.

dtcr

The paper "Learning Representations for Time Series Clustering"

dtcr-1

Tensorflow implementation of paper 'Learning Representations for Time Series Clustering' (NIPS 2019 accept paper).

ece1779

Cloud Computing

erythroid-gene-expression

schematic of gene expression during adult and fetal erythropoiesis

evals

gan-keras

implementing DCGANs using keras

gnomad_gene_model

shiny web-app

graphbepi

graph-based method for B-cell epitope prediction using alphafold2 predicted structures

graphbepi_run

gru-d

gru-d-master

gwas-terra-workflow

genome-wide association study (GWAS) workflows

gwas-vis

various GWAS plots

hair-style-recommendation

Using AI to recommend a hair style

hate_speech_classification

CSC2612 Course Project

inverse-scaling-eval-pipeline

Basic pipeline for running different sized GPT models and plotting the results

kaggle-notebooks

exploring kaggle datasets in various topics

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