Manage a team that Designs Cloud GPU elastic inferences models for low energy IoT devices for federated edge computing platforms and deploy Containerized API Endpoints for Accelerated TrainingMachine learning and System Enterprise Architecture.Build and deploy modular, scalable integrated process pipeline of 200 million instances for designing financial and life science market-specific strategies which include R&D, backtesting, and deployment in large production scale for Enterprise.

Designed, implemented, and evaluated Deep Sequential Learning models prototypes to solve problems in machine learning trading strategies in FOREX marketStudied new technologies to support machine learning applications resulting in 60% consumer click through.Worked closely with Go-To-Market peers who drive adoption and technical sales of Parallel Domain platformEnhanced next-gen algo platform with relative trading features to modulate algo participationrate based on relative return of stock and sector/country index.Researched intra-auction volume forecast model to improve accuracy of auction volumeTracked algos (kdb, python) and re-designed auction trader to adapt to new MTF auction venue innovations, which reduces exchange cost incurred due to BCN crossing restrictions.Designed and implemented dark liquidity seeking benchmark algorithm in Java to address changes in dark/grey liquidity landscape post MiFID II.Worked on algo simulation framework and leveraged it for strategy calibration and backtesting (python - pandas/numpy/matplotlib).Attended client meetings with Consulting Department to market new algo platform customizations to improve execution performance on client specific benchmarks.

Worked on Semantic Segmentation for detection of abnormal objects on airport's runway, implemented RCNN network with > 95% accuracy using Keras API.Created customized applications to make critical predictions, automate reasoning and decisions, and calculate optimization algorithms.Built and deployed at large enterprise scale AWS deep learning AMI with conda and MXNet backend.

Co-creator of the NovaQual is a software development and regulatory consulting firm. NovaQual simplifies compliance for FDA & ISO regulated industries