Anant Agarwal Email & Phone Number

San Francisco, Ca, Us

Palo Alto, Ca, Us

Palo Alto, Ca, Us

I worked with the High Availability team on the design and development of their distributed availability and storage services. I was responsible for implementing vSphere APIs to perform impact analysis on VM performance during backend changes in data-center inventory and developing a recommendation strategy to power-off/migrate low-priority VM’s on the destination host.

Raleigh, North Carolina, Us

I worked as the Grading Teaching Assistant for the undergraduate Artificial Intelligence class (CSC 411) for the Fall 2013 semester.

New Delhi, In

The project was to design and implement a modified version of Localized Linear Support Vector Machine (SVM) which is faster and more accurate than standard libraries. The modified SVM first clusters the data using K-NN and K-Means clustering algorithm and then applies a Sequential Minimal Optimization (SMO) based SVM on each cluster, thereby deriving a consensus SVM model that is later used for classification and prediction purpose. Random Fourier Features were used for feature selection and optimization.My experiments clearly showed that our modified SVM was more efficient (more accurate) and fast when compared to standard available tools like LIBSVM and LLSVM upon running both on standard datasets.Project Guide - Prof. K. K. Biswas

New Delhi, In

I designed and implemented the Sequential Minimal Optimization (SMO) algorithm for training SVM using a “hash table” and show improved results over an array implementation. Final analysis was done by running the modified SMO based SVM over standard datasets and showing improved results in terms of computation time when compared to standard libraries like LIBSVM.Project Guide - Prof. K. K. Biswas

Worked as a freelance writer and editor for various clients.

Master Of Science (M.S.), Computer Science

Bachelor Of Technology (B.Tech.), Computer Science And Engineering

Intermediate, Computer Science, Physics, Chemistry And Mathematics