Project​ : Stealth Searchable Compression ​

• Built Enhanced Searchable Compression to improve the compression size by 8% and search accuracy in C.

• Developed testing framework in Python to test search accuracy.

• Integrated Stealth search to LZ bench framework and automated ​ grep system call to test search speed and reliability on Cloud in C++.

• Stored the search results in MySQL database and created dashboards using Metabase to analyze search patterns and detect errors.

Project​ :​ Identifying Fear and Anxiety in the text using NLP ​

Domain​ : Machine Learning

• Built a web scraping tool in Python to scrape Coronavirus articles from the top 5 newspapers and created a dataset.

• Developed a Neural Network to classify sentiment in the dataset as either fear or anxiety to support psychological studies between textual interactions and actual emotions.

Project​​: Knowledge Management

Domain​​: Customer Relationship Management (CRM)

Summary​​: Built a framework using PRPC tool and Java that extracts information related to help site articles, frequently asked questions in community discussions and web chats from various client resources (like databases and API’s) to store it in a centralized database (Postgres) by creating data models. The framework will then mine this big data from data sources and sends a cleaner version of the data by filtering out profane words using text analytics and machine learning algorithms.