Melanie Lee

Melanie Lee Email and Phone Number

Data Science & Engineering | Machine Learning | Generative AI @ Pendulum Therapeutics
Melanie Lee's Location
San Francisco Bay Area, United States, United States
Melanie Lee's Contact Details

Melanie Lee personal email

n/a
About Melanie Lee

Experienced Data Scientist with extensive expertise in spearheading large-scale data analytics initiatives and harnessing state-of-the-art technologies to transform complex business needs into actionable strategies that drive organizational success. Skilled in leading cross-functional teams, optimizing business processes, and delivering data-driven insights to support strategic decision-making. Proven track record of building scalable solutions that enhance operational efficiency and support compliance and regulatory goals.

Melanie Lee's Current Company Details
Pendulum Therapeutics

Pendulum Therapeutics

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Data Science & Engineering | Machine Learning | Generative AI
Melanie Lee Work Experience Details
  • Pendulum Therapeutics
    Staff Data Scientist
    Pendulum Therapeutics Oct 2022 - Present
    San Francisco, California, Us
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  • Pendulum Therapeutics
    Senior Data Scientist
    Pendulum Therapeutics Aug 2019 - Oct 2022
    San Francisco, California, Us
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  • One Lambda, Inc. | A Thermo Fisher Scientific Brand
    Bioinformatics Staff Scientist
    One Lambda, Inc. | A Thermo Fisher Scientific Brand Apr 2019 - Aug 2019
    Los Angeles, California, Us
    • Mined genomic databases and publicly available data, and transformed data into a uniform format useful for primer design and haplotype classification.• Designed PCR primers for a multiplexed primer set targeting 40 genes in the major histocompatibility complex. • Wrote custom pipelines and scripts for analyzing next-generation sequencing (NGS) data. • Created an end-to-end tool for QC-ing data, identifying off-target reads and cross-hybridizing primers.• Evaluated primer specificity, efficiency, and determined most informative primer sets using machine learning.
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  • One Lambda, Inc. | A Thermo Fisher Scientific Brand
    Bioinformatics Scientist Iii
    One Lambda, Inc. | A Thermo Fisher Scientific Brand Feb 2018 - Apr 2019
    Los Angeles, California, Us
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  • Insight Data Science
    Health Data Science Fellow
    Insight Data Science Sep 2017 - Feb 2018
    San Francisco, Ca, Us
    * Consulted for a start-up company that harnesses the plant microbiome for sustainable agriculture.* Extracted microbial communities from a crowd-sourced dataset of airborne microbes using latent semantic analysis of taxon counts to understand microbial community structure.* Created geospatial visualizations in Python of microbial community dispersal across the continental US and identified co-varying bioclimatic variables to guide the company's strategy for sourcing and targeting the application of microbes.
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  • Cdips Data Science Workshop, Uc Berkeley
    Data Science Workshop Participant
    Cdips Data Science Workshop, Uc Berkeley Jul 2017 - Aug 2017
    • Created a content recommender web application that generates links to similar articles using topic modeling.• Scrapped Wikipedia articles from the web and stored and retrieved content using sqllite3. • Performed A/B testing to compare the effectiveness of recommendation algorithms.• Created an interactive front end using Flask and Javascript and deployed on Amazon Web Services.
  • University Of California, Berkeley
    Postdoctoral Researcher
    University Of California, Berkeley Jan 2016 - Apr 2017
    Berkeley, Ca, Us
    • Designed and performed 2-photon calcium imaging, electroporation, electrophysiology, and in situ hybridization experiments in developing mouse retina to understand the development of direction selectivity.• Assembled an integrated pipeline in Matlab and ImageJ for acquisition and analysis of simultaneous imaging and visual stimulation of populations of mouse direction-selective retinal ganglion cells. • Wrote custom image processing code to segment data and to time-sync cellular responses with location of visual stimulus across the visual field, increasing reliability of detecting direction-selective cells in a field of view.
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  • Weill Cornell Medical College
    Postdoctoral Researcher
    Weill Cornell Medical College Mar 2014 - Dec 2015
    New York, Ny, Us
    • Developed methods for sparse labeling of calcium indicators in neurons; restriction-free PCR-based cloning for development of transgenic zebrafish sparsely expressing genetically encoded calcium indicators in neurons for imaging single dendrites in integrator neurons.• Wrote custom Matlab scripts to link optokinetic stimulation with real-time saccade detection to optimize acquisition of cellular responses to specific oculomotor behaviors in zebrafish. • Designed and implemented an analysis suite for identifying spatiotemporal footprints of subcellular compartments, detecting and classifying behavior-linked response types, and visualizing spatiotemporal patterns in responses.
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  • Merck
    Research Intern
    Merck Jan 2006 - May 2006
    Rahway, New Jersey, Us
    Applied Computer Science and Mathematics Division, Merck, Inc.• Implemented a pipeline in Matlab for analyzing pressure pulse waveforms obtained from rat telemetry to quantify cardiovascular benefits of future hypertension drugs. Optimized computational efficiency and robustness using adaptive filtering and local waveform analysis.
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  • Cornell University
    Research Intern
    Cornell University Jun 2002 - Jul 2002
    Ithaca, Ny, Us
    Mathematical and Theoretical Biology Institute (MTBI) Summer Research Program• Mathematically modeled and analyzed the effects of the HIV epidemic on the South African transport industry. Developed and simulated in Matlab and Maple three deterministic, and one stochastic model, and investigated effects of parameter variations to predict demographic and economic effects of the epidemic.
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  • Institute For Pure And Applied Mathematics
    Research Intern
    Institute For Pure And Applied Mathematics Jul 2001 - Aug 2001
    Los Angeles, Ca, Us
    Research in Industrial Projects for Students Summer Research Program• Implemented advanced image processing routines (Fourier transforms, wavelet transforms, and PDE-based image inpainting) in C++ and wrote prototype code for an existing image compositing software package.
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Melanie Lee Education Details

  • Cornell University
    Cornell University
    Computational Biology
  • New York University
    New York University
    Applied Math
  • Ucla
    Ucla
    Applied Math

Frequently Asked Questions about Melanie Lee

What company does Melanie Lee work for?

Melanie Lee works for Pendulum Therapeutics

What is Melanie Lee's role at the current company?

Melanie Lee's current role is Data Science & Engineering | Machine Learning | Generative AI.

What is Melanie Lee's email address?

Melanie Lee's email address is me****@****ome.com

What schools did Melanie Lee attend?

Melanie Lee attended Cornell University, New York University, Ucla.

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