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Name: Julia Lewandowski

Type: User

Bio: MSCS @ Columbia University | Honours BCS @ Dalhousie University | AI/ML, Data Science, Bioinformatics

Location: New York Metropolitan Area

Julia Lewandowski's Projects

A methodology to generate synthetic clinical animal data using generative diffusion models.

AMR/VF LGT focused bacterial genomics analysis workflow

Workflow for generating reference phylogenies of AMR sequences in CARD

A Plotly dashboard application for easy visual exploration of gene neighborhood data.

Backend and frontend for a dining chatbot implemented on AWS to recommend Manhattan restaurants to users.

Application of G2Vec to gene neighborhood data for antimicrobial resistance (AMR) conferring genes.

A software pipeline to simplify the analysis and visualization of gene neighborhoods.

A Nextflow based scientific workflow for gene order analysis of bacterial genomes.

Literature Review and Data Preprocessing Assistant

Analysis of Halifax (NS) housing trends including costs of housing vs rent, gentrification, and population density.

Assignment 3 (Kubernetes/Docker) for Big Data and Cloud Computing course at Columbia University.

A cloud-based social media application that allows users to effectively view, post, and interact with curated memes!

Takeoff notebook for MLopsWorld workshop

Auto-Instrumentation for AI Observability

A model to automate the removal of Personally Identifiable Information (PII) entities from text.

Extract and process receipt scans into a personal finance spreadsheet using CV and predictive ML!

A Flask and SQL-based application for finding, applying, and posting for jobs.

An approach for music generation combining a transformer model with Proximal Policy Optimisation (PPO).