Siri Raavi - Portfolio

Experience

Sweeten New York, NY OCT 2018 - Present

Developed a machine learning algorithm for our core operations that matches the client project with the best general contractors which improved sales by 32%.
Designed and developed solutions that assess the quality of the leads and predict sales for the month. Created effective workflows that reduced manual effort by 46%.
Built interactive mission-critical dashboards that guide day-to-day operations, planning, and strategic decision-making.Designed and developed solutions that assess the quality of the leads and predict sales for the month. Created effective workflows that reduced manual effort by 46%.
Set up, maintained, streamlined and scaled our data analytics infrastructure and order our data pipelines to enable machine learning at scale.
Collaborated with product, marketing, and sales teams translating business constraints and product management queries into experimental design and considered ways to test, track, measure, and optimize across systems.

HULA Lab University of Houston Houston, TX JAN 2017 - OCT 2018

Developed a framework to train neural networks with memory capacity in classifying images using small number of samples as part of my Master Thesis.
Trained Memory Augmented neural network on MNIST data with few samples in One vs All approach for 100,000 episodes and achieved highest accuracy of 96.2% even with the presence of label noise.
Collaborated design and development of Generative adversarial model to retrieve chest radiographs for radiology toolkit.

NTT DATA Banglore, India JUL 2014 – JUL 2016

Managed the access to users and ensured optimal performance of databases and their associated objects by executing various batch jobs
Streamlined major implementations like performing conversions and production issuances.
Developed an internal tool automating few tasks reducing the manual effort and time spent on the task by 85%

College of Technology University of Houston Houston, TX AUG 2016 – JUN 2018

Assisted undergraduate students in performing their experiments and implementation of their final projects.
Guided the students in preparation of professional. reports for the projects undertaken by them.
Supervised the administrative duties of the College of Technology like ABET reporting and lab management.