Experienced in leveraging advanced analytics, machine learning, and data-driven strategies to solve complex problems. Passionate about transforming raw data into actionable insights to drive decision making and innovation.
Highlights
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hypocotyl_seg
hypocotyl_seg PublicInstance segmentation of MRI hypocotyl images using Detectron2 and YOLOv8 to reduce inference time and improve accuracy over classical algorithms.
Python
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OptReg
OptReg PublicA metabolic engineering strategy which determines the optimal reaction modifications (knock-out, up-regulation, down-regulation) to increase the flux through a target reaction, while retaining a ce…
Jupyter Notebook
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GRADIS_eX
GRADIS_eX PublicGRADIS_eX project extended GRADIS (a supervised learning of Gene Regulatory Network inference) by incorporating transcription factor binding motifs on promoter regions on the DNA.
Jupyter Notebook
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monte_carlo_simulation
monte_carlo_simulation PublicEmployed Monte Carlo simulation to model beetle population dynamics within a closed ecosystem experiencing seasonal changes driven by fluctuations in food availability and habitat.
R
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uniprot_parser
uniprot_parser PublicDeveloped a Parser software to meticulously extract vital information such as GO, KEGG, and DOI numbers from each protein sequence within UniProt files. The software boasts adaptability for both co…
Python 1
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little-lemon-reactApp
little-lemon-reactApp PublicDeveloped a responsive web application using React.js for a family-owned restaurant in the Mediterranean. This application included functionalities such as table reservations and an interface for b…
JavaScript
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