resume
General Information
| Full Name | Shakuntala Mitra |
| shakuntala.mitra@gmail.com | |
| Professional Interests | Bioinformatics, Natural Language Processing, Computer Vision, Open Source Data Science |
| Spoken Languages | English, Bengali, Japanese, Hindi |
Education
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2023 - 2028
MS, Artificial Intelligence
Johns Hopkins University
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2015 - 2019
BS, Biochemistry & Molecular Biology
University of California, Santa Barbara
Skills
- Programming Languages: Python, SQL, R
- Tools and Frameworks: NumPy, SciPy, Pandas, Matplotlib, Plotly
- Machine Learning: PyTorch, Tensorflow, Keras, OpenCV, Scikit-Learn, Spark ML
- Platforms: Amazon Web Services, Docker, Jupyter, Conda, Flask, Linux, RStudio, MS Excel
Certifications
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Nov 2022 - Dec 2022
Data Analytics Professional Certification
Grow with Google
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Sep 2020 - Dec 2021
Data Science Career Track Certification
Springboard, School of Data
Relevant Experience
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Dec 2022 - Present
Quality Control Analyst II
- Independently perform quantitative data analysis for molecular biology assays and cell culture assays
- Take ownership of updating, restructuring, and maintaining cell culture assay databases
- Collaborate with R&D on a project to compile and analyze assay data needed to complete Technical Reports
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Sep 2021 - Jul 2022
Associate Data Scientist
- Developed machine learning algorithms and neural networks for anomaly detection using Python, Tensorflow, and PyTorch
- Established a scalable analysis pipeline by integrating AWS tools with a custom PostgreSQL database during internal algorithm development phase of major client project
- Compiled data visualizations and feature extraction into official progress reports to communicate key results to primary stakeholders
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Sep 2020 - Sep 2021
Quality Control Analyst II
Minaris Regenerative Medicine
- Supervised cross-functional team as QC project leader and SME for one major commercial client
- Enabled a client's transition from FDA Phase I to Phase II Clinical Trials by executing stability studies
- Improved processing time by 33% by revising technical documents (SOPs, WIs) for multiple assays
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Sep 2020 - Sep 2021
Quality Control Analyst II
Minaris Regenerative Medicine
Other Interests
- Hobbies: Circus and Aerial Arts, Video Games