Curriculum Vitae
Work Experience
- Moderna Therapeutics Inc, Boston [Jun. 2023 - Sept. 2022]
- Technical Development Intern
- Duties included:
- Utilized established statistical and data management software for precise data processing, cleaning and analysis within the
CMC Statistics team. - Developed an add-in using
JMP Scripting Language (JSL) for application in an mRNA drug development process.- Automated manual specification limit updates, generation of individual value plots.
- Summarized outcomes in a detailed report.
- Saved over
60-90 minutes per data file of RNA, LNP, LMX.
- Successfully conducted a comprehensive temperature excursion analysis for a vaccine using
R over a three-week period. - Contributed significantly to the collaboration on
Tier-2 reports for an emerging vaccine development project.
- ZS Associates, Pune [Mar. 2021 - Jul. 2022]
- Decision Analytics Associate
- Duties included:
- Developed
Python scripts to automate processes which resulted in 50\% reduction in monthly workflow time:- Highlighted words in multiple transcripts at once, which was done manually before.
- Reduced the effort of creating manual pivot tables in
Excel by setting up a one-time code. - Reduced the intracacies of using
Tableau to compare trends by using pandas. - Automated the quality check tests to get counts of rows
SQL tables before and after data loading. - Automated the way visualizations were created in
Excel by using plotly.
- Worked on medical claims data to derive meaningful insights by use of analytics tools like
SQL and Tableau. - Helped the team in processing 100 GBs of EMR data to identify SCLC (Small Cell Lung Cancer) patients and create their Line of Therapies.
- Supervised and onboarded an intern by preparing weekly tasks and readings, and constantly followed up his progress.
- Actively advocated for and implemented best practices in data management by utilizing
Git for maintaining version control of SQL files and Jupyter Notebooks.
- Indian Institute of Tropical Meteorology, Pune [2019 - 2020]
- Project Intern
- Duties included:
- Radar data preprocessing using
wradlib. - Rainfall nowcasting using optical flow methods to retrieve the precipitation motion field and using Lagrangian extrapolation to produce short term forecasts.
- Supervisor: Dr. Kaustav Chakravarthy
- DigitalMain, Pune [Mar. 2018 - Jun. 2019]
- Project Intern
- Duties included:
- Product review scraping and web crawling using
BeautifulSoup. - Positive-negative review classification using
TextBlob.
- Makers’ Lab, Tech Mahindra, Pune [Jan. 2019 - Mar. 2019]
- Student Scientist
- Duties included:
- A text-to-speech and translator implemented on a
Raspberry Pi to help conversation with local cab drivers. - Studied the basics of emotion detection.
Education
- M.S. Electrical and Computer Engineering: Machine Learning and Data Science
- University of California, San Diego [2022 - 2024]
- Grade: 3.67 GPA
- Data Science BootCamp
- B.E. Electronics and Telecommunications
- University of Pune, India [2016 - 2020]
- Grade: 9.22 CGPA
Interests
- Data Science, Data Analytics
- Machine Learning, Mathematics
- Databases, Linux
Skills
- Languages: Python, SQL, PostgreSQL, JMP Scripting Language (JSL)
- Tools: Tableau, JMP, MATLAB, Excel
- Libraries: Django, pandas, plotly, numpy
- Familiarity with: Git, Linux, Docker, Amazon Redshift, Google Cloud Platform
Relevant Coursework
- University of California, San Diego
- Programming for Data Analysis, Probability and Statistics, Intro to AI
- Linear algebra, Intro to Intelligent systems
- Database Systems, ML for Physical Applications
- Statistical Learning, Recommender Systems, Digital Image Processing
- University of Pune
- Digital Signal Processing, Signals and Systems
- Engineering Mathematics 1, 2 & 3
- Data structures and algorithms, Operating Systems, OOP concepts
