Sanchika Gupta
Data Scientist | Artificial Intelligence | Machine learning
- Role
- Data Scientist at Vianai Systems, Inc
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Sanchika Gupta
I worked on building a resource-efficient Intrusion detection system for cloud networks for my Ph.D. During that, I spent a lot of time analyzing intrusive datasets to build the right security systems and experienced the power of leveraging datasets to build solutions. As I grow in my career, I increasingly see myself working with interesting datasets and leveraging to impact lives.I have relevant experience in data analysis, Python, SQL, Machine Learning, user segmentation, cohort analyses, time series analyses, and predictive analysis.Check out my blogs at https://medium.com/@dr.sanchikaguptaGoogle scholar & hl=enGithubhttps://github.com/drsanchikagupta
Experience
Data Scientist
Dec 2021 — Present · Palo Alto, CA, US
Led development efforts for performance metrics, data profiling, and custom metricsfeatures. Collaborated closely with product managers to define requirements and participated in designdiscussions. Crafted end-to-end user stories based on requirements and conducted comprehensiverefinement sessions for a team of 15+. Tracked team progress, ensuring alignment with goals and deadlines and prepared the team for successful sprint reviews- Leveraged GPT-3.5/4 for text-to-SQL conversion. Transformed databases into views for privacy, then generated SQL queries from the text for the monitoring tool- Conducted research and experimentation on model risk analysis, resulting in the development of a feature that provides explanations for machine learning model predictions.
Education
Thapar University Alumni Association
ME, Computer Sc.
Indian Institute of Technology, Roorkee
Phd, Computer Sc.
Skills
- Research
- Algorithms
- Intrusion Detection
- Linux
- Data Structures
- Windows
- Java
- Information Security
- Software Development
- Python
- Matlab
- Data Analysis
- .net
- Lecturing
- Android
- Computer Science
- Simulations
- Network Security
- C++
- Cloud Computing
- C
- Programming
- Bioinformatics
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