Pipeline for the generation and simulation of personalized Flux Balance Analysis models

Week 15 Project 1: Multi-organism Flux Balance Analysis (FBA) pipeline for E. coli, S. cerevisiae, & C. glutamicum core metab; predicts optim growth rates, essential genes, & aerobic–anaerobic metab rerouting — all from stoichiometry & lin programming (SciPy HiGHS); 8-page interactive Streamlit dashboard w/ organism-specific 3-D cell visualizations

Fixel-Based Analysis pipeline for neuroimaging with MRtrix3

Snakemake pipeline for spatialFBA analysis of Visium spatial data.

This script can be used to run FBA pipeline in Bash

Amazon FBA product research pipeline - compliant stack using SP-API, Keepa, and inventory forecasting

Pipeline for metabolic modeling (FBA/dFBA), metabolite-based wine profiling, sensory predictions and ML models.

Created for toolchain: https://dev.console.test.cloud.ibm.com/devops/toolchains/55bc11a3-3b93-407d-954a-7214b010fb55?env_id=ibm:ys1:us-south

Created for toolchain: https://dev.console.test.cloud.ibm.com/devops/toolchains/01f2513b-0667-4bf2-8244-ff3f42742c2a?env_id=ibm:ys1:us-south

Created for toolchain: https://console.stage1.bluemix.net/devops/toolchains/5dcdbd74-6d85-4cef-b313-6774f7a96e66?env_id=ibm%3Ays1%3Aus-south

Created for toolchain: https://cloud.ibm.com/devops/toolchains/80fabd1e-8a5e-4b91-bdb0-3ac651bf5d2b?env_id=ibm:yp:br-sao

Created for toolchain: https://cloud.ibm.com/devops/toolchains/bfd62879-a6d3-470f-b809-d9183b2f9def?env_id=ibm:yp:us-east

Created for toolchain: https://cloud.ibm.com/devops/toolchains/6c201ba5-67ff-488c-856a-205a3788482f?env_id=ibm:yp:mon01

Created for toolchain: https://cloud.ibm.com/devops/toolchains/205c51e4-158b-44e9-b1d6-f1782f7088b0?env_id=ibm:yp:mon01

Created for toolchain: https://cloud.ibm.com/devops/toolchains/2e7581d0-f3a6-4ddf-b32b-f67dc6290e09?env_id=ibm:yp:eu-fr2

Created for toolchain: https://console.w3ibm.bluemix.net/devops/toolchains/38950905-b97a-41b1-8180-cd2c20804ddc

Created for toolchain: https://cloud.ibm.com/devops/toolchains/5b367eac-36dc-4f6d-9eb3-4d8b2bf6130f?env_id=ibm:yp:ca-tor

Created for toolchain: https://cloud.ibm.com/devops/toolchains/7a6511a8-b9ac-4a47-aeea-ccd08e15e9dd?env_id=ibm:yp:eu-fr2

Created for toolchain: https://cloud.ibm.com/devops/toolchains/c106caa4-d61f-4cc6-8ce5-6201017c772b?env_id=ibm:yp:us-south

A Python-based pipeline to perform Flux Balance Analysis (FBA) on Escherichia coli using COBRApy. Includes model loading, growth simulations, knockout experiments, and flux variability analysis with result interpretation guided by scientific insights.

Built a Python data pipeline and Tableau dashboard using real Amazon FBA sales data to calculate safety stock levels, reorder points, and inventory health across 120 SKUs during the Q4 2025 holiday season to identify stockout risks and optimize replenishment.

Senior capstone project building a cloud-based data pipeline and analytics framework for VeracityPro. VeracityPro is a startup brand focused on designing and selling pickleball paddles through Amazon FBA, with an emphasis on community-building and data-driven decision making.