Drishti Patel Email & Phone Number

St Michaels, Maryland, United States

• Conducted grid searching of the HDBSCAN algorithm for efficient topic modeling implementation in Python.
• Developed and applied noun phrase frequency calculation techniques to enhance topic modeling results.
• Utilized Python libraries and data manipulation techniques to preprocess and perform social media data analysis on large datasets.

St Michaels, Maryland, United States

• Working on implementing the BERTopic model for identifying coherent topics from the dataset of different clients.
• Querying the raw data, preprocessing, cleaning datasets, and finetuning the BERT model using the HuggingFace transformers library.

Addison, Texas, United States

• Designing, developing, and maintaining Securonix’s Security Command Center providing cloud-based cyber-security solutions (SaaS).
• Working on Securonix’s Snyper Architecture managing the Ingesters, processing source expressions (regular expressions) in Javascript.

Tempe, Arizona, United States

• Implementing and researching multimodal Variational Autoencoders (VAEs) for disinformation detection.
• Collected and preprocessed the Twitter dataset and Weibo dataset for fake news detection.

Created examples in JAX (new open-source library) and other Python libraries for visualizing figures for Volume 1 and 2 of Kevin Murphy (my mentor’s) book, Machine Learning: A Probabilistic Perspective.Created notebook versions for various Machine Learning models and converted MATLAB scripts to python.

Ahmedabad, Gujarat, India

Worked on internal platforms like Perspec System Verifier, Composer, PSS (Perspec Portable Stimulus), SLN (System-Level notation) as a member of the Perspec Library Team

Gandhinagar, Gujarat, India

In order to combat the issue of increased training time in Capsule Networks, I proposed modifications in the current CapsNet architecture. MSTAR and SAR Ship Detection Dataset (SSDD) were used for detecting the objects in the SAR (Synthetic Aperture Radar) images. Modifications were reduction in the feature maps in the primary layer and transposed.

Master Of Science - Ms In Computer Science

Bachelor Of Technology - Btech, Information And Communication Technology