EDUCATION
University Of Southern California, LA, USA
Veermata Jijabai Tehnological Institute, Mumbai, India
EXPERIENCE
Roku, Los Gatos, California
CREDIT SUISSE
Investment Banking, Mumbai, India
I am a Grad student at the Univerity of Southern California
Actively Seeking Full-Time Opportunities starting May 2017
Interested in the Areas of General Software Development
Exploring the Machine Learning and Data Science Domain at USC
Having gained Relevant Experience in Both the Fields,
Looking for an interesting opportunity to grow and apply these skills
Following is the summary of a few of my past/current work
Built Look Alike models for Roku’s advertisement platform using supervised learning models, with a Lift score = 80%. Developed the data pipeline by dichotomization, normalization techniques as a part of feature engineering and enrichment. Created a demographics prediction model along with feature-engineering, exploratory analysis and custom-evaluation metrics
Mined the Dark Web to fetch,parse,process and visualize Weapons Data across the US to mine patterns indicating unlawful/ underage/ illegal sales of weapons.
Used Supervised and Unsupervised learning techniques to perform Portfolio Hedging for cross-asset financial instruments. Used K-Means Clustering and Sentiment Analysis on Twitter Feed data to accomplish the same.
A scalable trading platform that provides users a chance to download and extend a generic C++ and IB based API to trade in Security Markets around the world.
Improvised Image Based Search Techniques on Large Scale Databases by merging two Computer Vision Techniques - COntent Based Image Retrieval and Scale Invariant Feature Transform. A research paper describing the aproach was published in the IJEAT journal
A real-time dashboard comprising of Visualization of
a. Aggregated Statistics of the underlying Market and Internal Trade Data
b. Instant Messaging Order Placement Platform for Clients
c. Real-time Alerting/ Notification based system
Senator for Computer Science Department, Viterbi Graduate Students Association
Conducted Seminars for Junior Students in Undergrad School on C and C++
Coached Higher Secondary Students for the subjects Mathematics nd Chemistry for Engineering Entrance Exam
Mentored new Incoming Students at USC as a part of Spring 2016 Mentorship Program
In Leisure time, I enjoy playing the Guitar
I like to Cook (mainly Indian and Indo-Chinese cuisines)
My Creative Skills Include: Henna Art, Crosio Art
Other Interests- Reading (fiction & non-fiction), Dancing (Learning Salsa-level 1)