Ashwin Karthik Ambalavanan's Projects
A tutorial on how to run BERT for Text Classification
Code for the CLPsych Challenge
A DarkWeb Crawler based off the open-source TorSpider. Indexing with search engine created using Apache Solr.
Data Mining CGM Data Processing
Tutorial for setting up a Spark cluster running inside of Docker containers located on different machines
Experimenting with Indexing, Classification, Clustering, Graph Analysis, Dimensionality Reduction, Similarity Measures and using them to find similarity between images, users and locations by using extracted textual and visual descriptor features of images in the dataset provided by βB. Ionescu, A. Popescu,M. Lupu, A.L. Ginsca, H. Muller, Retrieving Diverse Social Images at MediaEval 2014: Challenge, Dataset and Evaluation, MediaEval Benchmarking Initiative for Multimedia Evaluation, vol. 1263, CEUR-WS.org, ISSN: 1613-0073, October 16-17, Barcelona, Spain, 2014.β
TripAdvisor Hotel Review Data Visualization
Contains my solutions to the free Leetcode problems.
CSE 535: Mobile Computing Assignment-2 (Gesture Recognition + API Hosting)
Mobile Computing Project
A system to suggest gifts fitting the interests and the likes of the user based on their social media profile.
Netbanking portal simulating SBI Internet Banking 2016 with features for Account Withdrawal, Deposit, Transfer, Online Product Purchase, Avoiding SQL Injection and other Net Banking related features.
πThe Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
Extraction of Common methods used to commit suicide from Reddit posts
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Data Visualization- CSE 578
MPI+OpenMP implementation of Louvain method for Graph Community Detection, with a number of parallel heuristics/approximate computing techniques
Prometheus HTTP exporter for k6