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Gabby Melli

Gabby Melli

Machine Learning Engineer

Sondermind

Technologies

My Portfolio Highlights

My New Course

Introduction to Python

My New Project

The Android App Market on Google Play

My New Course

Introduction to Python

Data virtuoso, transforming raw numbers into a masterpiece of understanding.

My Work

Take a look at my latest work.

course

Data Manipulation with pandas

course

Introduction to R

course

Introduction to Python

course

Data Manipulation with pandas

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Introduction to R
Data Manipulation with pandas
Intermediate R

My Work Experience

Where I've interned and worked during my career.

SonderMind | Jun 2021 - Present

Data Scientist

N/A

IMIDEX | Nov 2019 - Jun 2021

Data Scientist

- Primary data scientist engineering and modeling longitudinal health record data using R and SQL to predict and intervene in negative health events and implement data-based business solutions - Responsibilities include data engineering and analysis, engineering models and tools for data classification, profiling and database maintenance, and joint development of computer vision models. - Key accomplishments include development of a radiology impression language classifier written in R to identify radiology images of interest, and image profiling tools written in Python for image preprocessing - Provides support for development of image classification and object detection modeling of chest x-ray images for cancer detection using Python (Tensorflow and Pytorch), Bash, Nvidia, Docker, and GCP - Recommended and implemented the adoption of Docker and Git replacing Anaconda and Subversion
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KBI Biopharma | Sep 2018 - Nov 2019

Process Engineer I

eliminate production turnover inefficiencies, streamline scale-up of process data management - Biopharmaceutical manufacturing support for clinical and commercial drug substances as system owner of data infrastructure, fermentation media preparation, and shake flask cell expansion - Generation and delivery of data analysis reports, production updates, and technical documents for clients, including continuous process verification and control charting with Python

Ferguson Mechanical Engineering Lab - CU Boulder | Aug 2017 - Nov 2019

Undergraduate Research Opportunities Program Grant Recipient

2017 - 2018 Academic Year - Principal project goal is an interdisciplinary study of mice having undergone hind-limb suspension to mimic muscle and bone loss associated with human aging to investigate chemical and mechanical changes from limb disuse. - Foremost responsibility to develop a protocol for chemical analysis of articular cartilage from hind-limb suspension mice using Raman spectroscopy to analyze chemical peak alterations - Data analysis of the Raman spectra results using Matlab will indicate statistically significant changes to chemical structure of articular cartilage - Grant application submitted and approved by University of Colorado Boulder UROP Committee to participate in this study

Himalayan HealthCare | May 2018 - Jul 2018

GlobeMed Grassroots Onsite Work Intern

A 7 week internship to learn about and assist with the development work conducted by Himalayan Healthcare in the rural villages of Ruby Valley in the Dhading district of Nepal. Involvement included surveying the construction of toilets and smokeless stoves in rural households, surveying Himalayan HealthCares’s influence on family subsistence vegetable gardens, observation of and participation in trash management in the village lead by the local mother’s group, leading English classes in Chyamra Devi and Kharsa schools in the village of Sertung 6 days a week, and obtaining a thorough understanding of the selection process for midwife student stipend recipients. Participation in this internship allowed for a deeper comprehension and appreciation for the complexity of development work through hands- on experience with a successful and ethically-sound non-profit, and an understanding of how crucial it is to consider aspects of income generation, healthcare, and education alongside each other to have an impactful influence on an underserved community.

Respirogen | Jan 2018 - May 2018

Senior Design Project Manager

- Project objective to incorporate Respirogen's oxygen microbubble technology into cosmetic product to license for anti-aging skincare applications - Translated client expectations into actionable deliverables aligning with team members' prioritized interests - Directed weekly client meetings outlining upcoming deadlines and highlighting team milestones and research discoveries - Compiled research outcomes and experimental conclusions into technical reports for client's patent filing and project summary for final in-class oral presentation

Bayer Pharmaceuticals | Jun 2017 - Aug 2017

Quality Systems Summer Intern

(VBA) program in Excel to automate manual transcription of Quality Control assay data from LIMS software to JMP for statistical analysis. - Final program eliminated risk of human error associated with manual data transcription and reduced time required to complete transcription of hundreds of data points from several hours to a few seconds. - Further responsibilities include becoming familiarized with PI Processbook by OSI Soft for manufacturing process control applications using VBA; executing cGMP processes and documentation

Ferguson Mechanical Engineering Lab | Jan 2017 - Jun 2017

Undergraduate Research Assistant

- Project goal is to analyze the effects of kidney disease on bone structure and stability through quantitative analysis - Currently responsible for preparing samples of mouse tibia bones affected by kidney disease for three-dimensional mapping of data collected from Raman spectroscopy and nanoindentation using MATLAB. - Further responsibilities include analyzing maps with linear regression models to construct a generalized model of the discrepancy between affected and unaffected mice

Atlantis Project | Dec 2016 - Jan 2017

Pre-Med Fellow

- Spent three weeks shadowing doctors at a local hospital in varying fields and specialties, learning about healthcare systems in various countries of Europe and comparing them to the United States - Acquired specific interest in orthopedic and musculoskeletal research -Gained experience traveling internationally and arranging living, meals, and activities independently

Colorado Boulder | Mar 2015 - Jan 2016

Undergraduate Research Assistant

- Responsible for analyzing the presence and expression of myosin muscle protein in transgenic mice through DNA extraction, polymerase chain reaction, agarose gel electrophoresis, western blot and polyacrylamide gel electrophoresis - Independently performed quantitative techniques and analyzed results with Dr. Rossi on a weekly basis

My Education

Take a look at my formal education

MicroMasters in Statistics and Data ScienceMITx | 2020
Bachelor’s Degree, Chemical and Biological EngineeringUniversity of Colorado Boulder | 2018

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