About Me
- Name: Kavya Hanisha
- Email: kavyahanisha29@gmail.com
Interested fields
- Develop Intelligent Apps
- Software Development
- Machine Learning
M.S. in Computer Science
Software Development, Programming Design, Information Retrieval, Parallel Data Processing, Algorithms, Robotics Systems, Artificial Intelligence, Data Mining, Building game engines
B.Tech in Computer Science and Engineering
Algorithms & Data Structures, Object Oriented Design, Database Management Systems, Operating Systems, Graph Theory, Cryptography
CAMD, Northeastern University
Harvard University, Cambridge, MA
Honeywell Aerospace
Infocusp Pvt Ltd
Developed a Flask application that allows manufacturers to learn "Consumer Insights" for product enhancements. Architected a distributed data pipeline that utilizes Amazon Customer Reviews, updates indices and product analytics every few hours.
Discovered latent features from positive and negative reviews of restaurants in Yelp dataset by running Latent Dirichlet Allocation(LDA) algorithm. Estimated optimal number of topics using Topic Coherence score to obtain meaningful and interpretable results.
Found temperature variations of stations using different design patterns in MapReduce Framework on EMR. Implemented Random Surfer Model using PageRank algorithm in MapReduce to rank Wikipedia articles.
Created a MEAN Stack Application NearBy where users can search for places to visit, shop, eat near them using Foursquare API. Users can save their favorite locations, also view the reviews given by their friends in the activity feed.
Implemented a Hierarchical Clustering Algorithm(AGNES) on Boston Public Schools to efficiently assign uniform bell timings to minimize the deadhead time of buses. Distance between schools were obtained from Google Distance Matrix API.
Built Information Retrieval Systems using TF-IDF, Cosine Similarity and BM25 models on CACM dataset. Performed query expansion using pseudo relevance feedback technique to overcome Synonymy