NISHANT SINGH

Working for one of biggest chain of Amusement parks for Safety Standards using Computer vision tasks such as Object Detection, Pose Estimation, and Action Recognition etc. Optimizing the Inferencing pipeline using Tensor-RT for low latency inference speeds at runtime. Dockerizing Model Training through AWS Sagemaker in order to run Training jobs in AWS and monitor logs through Cloudwatch and Hyperparameter Tunnig for Sagemaker Exposed Hyper parameters. Creation of Labelling jobs for Objection Detection, Object Tracking, Polygons, keypoints etc. through AWS GT and Image Data preprocessing pipelines in order to standardize the process for Model Training Input.

Worked on Time Series – Sales and Demand Forecasting for various CPG and FMCG Clients along with price elasticity for Share Gain Opportunities.

Worked as a Data Analyst for some jewelers association in Kolkata and provided them insights regarding their business. Developed skills in Machine Learning and Deep Learning in various aspect such as Classification, Regression, Clustering and implemented Various projects in these fields as well.

Trained for various ML and Deep Learning Methodologies. Applied Various Pre-processing Techniques followed by ML Model on various Banking related data. Insights regarding deployment of model using Flask Framework. Worked on Various Industry standard models such as Attention, Bert-NLP, LSTM and etc.