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Machine learning/ Data science internship

Company

Hindsight Technology Solutions

New Brunswick, NJ - New York,NY, Remote Available

Temporary, Internship

Book here an interview with us
Send here on Hanshake a motivation letter/message where you discuss the fitness of your profile to this internship and company
After 15 minutes chat we will inform you about next steps
We ask technical and mathematical questions at the interview
Make sure you can easily summarize NN, NLP, CNN, SVM, Logistic regression, Kmeans, KNN etc. And know the difference between normal and power (Pareto, Zypf) law distributions.
Arrange for 2-3 recommendations, to be sent if interview output is positive

Perform NLP (Natural Language Processing) computations on small and large corpora
Scrape and parse relevant text for classification
Build classifiers on small and medium size (5 to 200) taxonomies in English and other languages (Japanese, Hindi, Turkish etc) - speaking other languages is not required but desirable
Use state-of-the-art embedding methods including attention mechanism in English and other languages
Build recommender systems whether from unsupervised or supervised initial data
Run NER (Named Entity Recognition) and help conceive algorithms that help scale to millions of entities (example: starting from a recommender system)
Generate training data from GPT models
Work with our Quality Assurance Lead to test entity extraction and related content algorithms to further refine our system to be more accurate
Assist with building and validating mathematical models applied in the field of Natural Language Understanding.
Create sample sets to further train our machine learning algorithms
Opportunity to work with the CEO on marketing campaigns and business development initiatives