CV

Education

• M.S. in Computer Science, University of Georgia, USA (2020)
  • Coursework: Machine Learning, Biomedical Informatics, Privacy-Preserving Data Analysis, Algorithms, Cloud Computing, Database Management Systems
• B.E. in Electronics and Telecommunication, University of Mumbai, India (2015)

Relevant Experience

• Data Analyst - Machine Learning (2020 - 2022)
  • Location: Clinical Affective Neuroscience Laboratory, UGA, USA
  • Supervisor: Dr. Gregory P. Strauss
  • Responsibilities:
    • Designed comprehensive experimental setups to analyze psychotic clinical trials datasets for research purposes using machine learning and tools
    • Performed data visualization, data analysis of complex unstructured numerical datasets, implemented data mining techniques and statistics and optimized models
    • Collaborated with researchers and lab members, actively contributing to discussions on future research directions

  

Certifications

• Machine Learning: From Data to Decisions by MIT Professional Education (2020)
• Data Science Program by GreyAtom (2018)

Skills

• Languages: Python, SQL, R, JavaScript
• Frameworks and libraries: TensorFlow, Keras, OpenCV, NLTK, PyTorch, Scikit-Learn, NumPy, Pandas, Matplotlib, Seaborn, cv2, Serverless
• Dev Tools: VS code, Jupyter Notebook, Tableau, PyCharm
• Dev Ops: Git, Github
• AWS Services / Cloud: AWS Lambda, API Gateway, Cognito, DynamoDB, EventBridge, Stacks, CloudWatch, Step Function
• Web Development: HTML5, CSS3, Tailwind CSS, Bootstrap, React

Publications

• Sayli M Narkhede*, Lauren Luther*, Ian M Raugh*, Anna R Knippenberg*, Farnaz Zamani Esfahlani, Hiroki Sayama, Alex S Cohen, Brian Kirkpatrick, Gregory P Strauss*. "Machine Learning Identifies Digital Phenotyping Measures Most Relevant to Negative Symptoms in Psychotic Disorders: Implications for Clinical Trials." Schizophrenia Bulletin (2022) pdf

Extracurricular Activities

• Volunteer, Isha Foundation, IYC and Isha Institute of Inner Sciences, Tennessee (2022 - Present)
• Executive member, Indian Student Association, UGA (2019)
• Chairperson, IETE Students forum, EXTC, SSJCET (2014 - 2015)
• Secretary, IETE Students forum, EXTC, SSJCET (2013 - 2014)
• Fencing, State gold and bronze medalist (2011, 2009, 2008)
• Jump Rope, National bronze medalist (2009)

Interests

Languages