Harshit Singh Email and Phone Number
Harshit Singh work email
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Harshit Singh personal email
Currently, solving NLP problems in legal tech.
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Senior Data ScientistLexisnexis Aug 2022 - PresentNew York City, Ny, Us
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Machine Learning ResearcherW. L. Gore & Associates Oct 2021 - Jun 2022Newark, Delaware, Us- Developed Neural Network-based (U-Net) computer vision models in PyTorch to perform semantic segmentation of 3D micro-CT images such as detecting fluid in a rock. Counteracted data scarcity using data augmentation techniques and experimented with various loss functions. Achieved mean IoU 0.84.- Designed and developed an automated human-in-the-loop workflow in Python for the scientists on the simulation team to relabel, retrain, and log computer vision experiments. - Contributed to the internal deep learning library by adding image preprocessing utils, model architectures, and metrics. -
Data ScientistWns Global Services Aug 2019 - Jun 2021New York, Us- Developed a Neural Network-based (LSTM) Anomaly Detection system to predict the likelihood of machine failure 7 days in advance, thus saving production costs and unplanned downtime. Experimented with Random Forest, Decision Trees, and Boosting-based tree models.- Built ML pipeline to identify fast-track auto insurance claims using transfer learning with Mask R-CNN. Deployed the solution as REST API on AWS, thus reducing claim processing time from 30 days to 7 days. - Forecasted revenue for Sony Music Entertainment using the Holt-Winters Exponential Smoothing method and achieved a weighted MAPE of 2.3. Preprocessed features to calculate the revenue for each stream based on product and country. -
Data ScientistDatametica Solutions Private Limited Jul 2018 - Jul 2019New York, Ny, Us• Developed a computer vision solution to track market news for the Bombay Stock Exchange(BSE).• Worked on edge detection problem to extract market news from TV channels. -
Data Science InternDatametica Solutions Private Limited May 2017 - Jul 2017New York, Ny, Us• Researched various neural network architectures and hyperparameter tuning techniques. • Automated ‘Social and Print Media Rumor Detection’ by developing a multi-channel CNN model using TensorFlow framework. Improved test accuracy to 82.5% by employing hand-crafted features and word2vec embedding.
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Product Analyst InternRentomojo May 2016 - Jul 2016Bangalore, Karnataka, In• Studied user flow on Mixpanel(Business Analytics Service) and their conversion rate in the Home Appliances category using Funnel Analysis. • Generated Product Requirement Document for various third party products: ERP - e retailing; Payment Gateways; SumoMe - Heat-maps; Ozonetel - Customer Call Service.
Harshit Singh Skills
Harshit Singh Education Details
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University Of San FranciscoData Science -
Indian Institute Of Technology, GuwahatiBachelor Of Technology (B.Tech.)
Frequently Asked Questions about Harshit Singh
What company does Harshit Singh work for?
Harshit Singh works for Lexisnexis
What is Harshit Singh's role at the current company?
Harshit Singh's current role is Senior Data Scientist at LexisNexis | IIT Guwahati | University of San Francisco.
What is Harshit Singh's email address?
Harshit Singh's email address is ha****@****wns.com
What schools did Harshit Singh attend?
Harshit Singh attended University Of San Francisco, Indian Institute Of Technology, Guwahati.
What skills is Harshit Singh known for?
Harshit Singh has skills like Artificial Neural Networks, Mysql, Pandas, Powerpoint, R, Support Vector Machine, Scikit Learn, Deep Neural Networks, Data Science, Algorithms, C, R Programming.
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