Greater Vancouver Metropolitan Area
Create and monitor data pipelines that feed in internal reports. Create apps and analytic reports for executives to help in decision making Create predictive models to estimate future impact of market forces. Work on Azure platform to deploy machine learning models in azure functions. Deploy ETL framework to on synapse in azure. Work on IBM FPA to create processes and reports for Financial Automation
Work as an independent Consultant with different Companies based on their requirements - Oitolabs Technologies - Developed an attribute similarity framework for generating recommended products and compare prices to other vendors - Currently working on building Pricing Response Models to maximize the revenue/margin based on the current market prices in the competitor space. - Image Classification system to detect Google PLA rejection Images - GSL Holdings - Working on creating models to predict NHL winning team - Experimented with ELO ratings to explore the correlation with outcome of the game - Breville - Work on the pricing models so that the effect of US Tariff is minimized - Create Power Apps integrated with slack to support Internal Sales Team
- Automate/Solve problems by deploying machine learning algorithms - Use data science to evaluate the performance of many initiatives launched on the website - Summarized Projects (For more detail see the project section) - Free-shipping/shipping discount evaluation - Attribute based similarity for product recommendation and pricing optimization - Image similarity for product recommendation and pricing optimization - Matrix Completion for Assortment planning - HMM based User profiling and key product attribute estimation - Real time HMM price profile of the customer and biasing the recommendations based on the customer budget - Technology Stack: Python, Spark, SQL, Theano, Pytorch,Scipy, Flask, C++
- Responsible for Back-end Infrastructure and was part of the core design team - Handled Front-end communication, Risk Management, Low Latency Trading Strategy framework Modules - Exposed Low Latency framework as an API using Linux dl framework - Remodeled company's Low Latency framework thereby reducing Trading Strategy's reaction time from 100 to 15 microseconds - Technology Stack: C++, STL, BOOST, Linux, Shell Scripting, TCP
- Responsible for Back-end Infrastructure and was part of the core design team - Handled Front-end communication, Risk Management, Low Latency Trading Strategy framework Modules - Exposed Low Latency framework as an API using Linux dl framework - Remodeled company's Low Latency framework thereby reducing Trading Strategy's reaction time from 100 to 15 microseconds - Technology Stack: C++, STL, BOOST, Linux, Shell Scripting, TCP
- Responsible for creating fast prototypes for evaluation and project decision making. - Save The Bee: An android game inspired by classic copter flash game. Technology Stack: Java, Android Secure Music Playback: Created a Server based API to transmit Encrypted Music via Internet and decrypting on run-time to prevent piracy. - Technology Stack: Java, JSP, Javascript, Applets