プロフィール詳細

プロジェクトを作成

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Dr. Dr. Sarojini Manju A.に依頼

United States

PhD Computational Neuroscience | Life Sciences Expert | Machine Learning, Computer Vision & Big Data Analysis

プロフィール概要

Conscientious, collaborative, and growth-minded data scientist with 10+ years of experience in computational neuroscience, advanced data analysis, and machine learning. Expert in Python, scikit-learn, and TensorFlow, utilizing machine learning and statistical modeling to translate complex data into actionable insights and robust solutions. Driven by a passion for uncovering patterns that inform strategic initiatives and advance discovery. Committed to fostering innovation and data-driven solutions at a leading-edge company within the tech, biotech, or health industries.

専門分野

• ☆ Neuroscience
• ☆ Computational Neuroscience
• ☆ Developmental Neuroscience
• ☆ Systems Neuroscience
• ☆ Data Analysis
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Computer Vision
• ☆ Statistics
• ☆ Health Data Analysis
• ☆ Higher Education
• ☆ Python

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research User Research, Meta-Research, Feasibility Study, Technology Scouting, Fact Checking, Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Business Strategy Consulting, Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Mining

職務経験

Principal Data Scientist

George Mason University

8月 2022 - 現在

Lead Data Scientist

MITRE

8月 2021 - 7月 2022

Researcher

George Mason University

8月 2016 - 8月 2021

Senior Consultant

Deloitte Consulting

3月 2010 - 6月 2012

学歴

PhD

George Mason University

8月 2016 - 8月 2021

Bioinformatics and Computational Biology

George Mason University

1月 2014 - 8月 2016

IT Management

George Mason University

8月 2001 - 8月 2005

認定資格

• Professional Certificate in Machine Learning and AI

  UC Berkeley

  10月 2025 - 現在

• AWS Certified AI Practioner

  AWS

  10月 2025 - 現在

• Project Management Professional

  Project Management Institute

  11月 2011 - 現在

出版物

JOURNAL ARTICLE

(2023). Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus . COGNITIVE COMPUTATION.

Sarojini M. Attili, Keivan Moradi, Diek W. Wheeler, Giorgio A. Ascoli (2022). Quantification of neuron types in the rodent hippocampal formation by data mining and numerical optimization . European Journal of Neuroscience.

(2022). Quantification of neuron types in the rodent hippocampal formation by data mining and numerical optimization . EUROPEAN JOURNAL OF NEUROSCIENCE.

(2021). Cellular anatomy of the mouse primary motor cortex . NATURE.

(2020). Cellular Anatomy of the Mouse Primary Motor Cortex . bioRxiv.

(2020). Operations research methods for estimating the population size of neuron types . ANNALS OF OPERATIONS RESEARCH.

(2019). Cell numbers, distribution, shape, and regional variation throughout the murine hippocampal formation from the adult brain Allen Reference Atlas . bioRxiv.

(2019). Cell numbers, distribution, shape, and regional variation throughout the murine hippocampal formation from the adult brain Allen Reference Atlas . BRAIN STRUCTURE & FUNCTION.

(2019). Operations Research Methods for Estimating the Population Size of Neuron Types . bioRxiv.