Power Outage Analysis

Description: Performed analysis based on a given dataset, to learn about the correlation between the socio-economical factors among the different region across the United States and the average duration of the power outage in the region throughout the year.

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Connectify

Description: Developed a team-building platform as part of a human-centered software engineering course in collaboration with a partner, Michael Boze.

• Key Features:
  • Allows users to register, self-identify, and describe their skills to form professional teams.
  • Users can search for others with complementary skills to collaborate on projects.
  • Integrated real-time chat for intra-team communication.

• Technologies Used:
  • Backend: Flask, SQLite3, REST API.
  • Frontend: HTML, Tailwind CSS, React.js.
  • Automated build process with shell scripting.

Outcome: Streamlined the team formation process and improved real-time collaboration efficiency.

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Distributed Search Engine

Developed a fault-tolerant MapReduce framework and deployed it on multiple hosts.

Implemented Map and Reduce algorithms to calculate tf-idf inverted index for 100,000 articles.

Used Flask as the backend server to generate search recommendations based on PageRank and cosine similarity between the query vector and document vectors.

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