Hindsight LLC: NLP/data science internship
Job Description
<p><span>NLP/Data science internship at Hindsight LLC</span></p><span>About Hindsight</span><p><span>Hindsight sells NLP products to publishers worldwide. Examples of current products include:</span></p><ol><li><span>Classifiers generator</span></li><li><span>A generator that takes in a taxonomy (list of classes and subclasses) and returns a classification model – all done automatically</span></li><li><span>Then we run the classifier on specific contents</span></li><li><span>Recommender systems</span></li><li><span>Increased CTR (Click through rates) by over 300% for > 800 publishers</span></li><li><span>Languages: English, Spanish, Portuguese, Japanese, Turkish</span></li><li><span>CTR optimizer</span></li><li><span>Embedded articles in the space of new trends, popularity, recency and relatedness in order to figure the best mix that maximize the CTR</span></li><li><span>Improves the CTR an additional 30-50%</span></li><li><span>Main artist extractor</span></li><li><span>Finds main artists in music articles, among 17 million singers from over 100 countries in over 4 languages.</span></li></ol><span>Location</span><p><span>NY, USA</span></p><p><span>Dubai, UAE</span></p><p><span>Available remote</span></p><p><br></p><span>Duration</span><p><span>3 months</span></p><p><span>At the end of which the company proceeds to a student evaluation protocol.</span></p><p><span>This position could open the door to full time later depending on the availability and at the discretion of the company executives.</span></p><p><br></p><span>Working hours</span><p><span>Monday-Friday 11 am to 8 pm GST (Dubai time)</span></p><p><br></p><span>What will you learn?</span><p><span>Working with Hindsight LLC, you will get exposed to most of the following hot topics in data science</span></p><ol><li><span>NLP, text cleanups, LLM generators, recommenders, publications classification </span></li><li><span>CTR improvement, contextual ads</span></li><li><span>Matrix multiplication, matrix inversion, Eigendecomposition, SVD</span></li><li><span>SVM, Logistic regression, KNN, K-means </span></li><li><span>Decision trees, Random Forests, XGBOOST</span></li><li><span>Autoencoders, Transformers, attention</span></li><li><span>FFT, Laplace transform</span></li><li><span>GAN</span></li><li><span>NN, RNN, CNN, Reinforcement learning</span></li></ol><span>Prerequisites</span><p><span>Proven excellence and distinction in maths and data science applications</span></p><p><span>Python, Colab are prerequisites</span></p><p><span>NLP, CNN, Bitbucket/Git and version control are a plus</span></p><p><br></p><span>Nail your interview</span><ol><li><span>Basic intro to NLP</span></li><li>https://www.youtube.com/playlist?list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S</li><li><span>Basics of machine learning algorithms</span></li><li>https://www.youtube.com/@SerranoAcademy</li><li><span>Basics of mathematics</span></li><li>https://www.youtube.com/@3blue1brown</li><li><span>Advanced machine learning for control</span></li><li>https://www.youtube.com/@Eigensteve/</li></ol><span>How to apply?</span><p><span>Write a 3-4 paragraphs email to </span>samir@hindsightsolutions.net</p><p><span>Explain why you are the best fit for the above and attach a 1 page CV, listing mostly projects related to ML/DL or NLP you performed in the past, and your curriculum in math</span></p><p><strong>Subject/title of your message “Hindsight NLP internship 2023”</strong></p><p><br></p>
