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tminima | 1 year ago
Remote: Yes
Willing to relocate: Yes (UK, EU, US)
Technologies: Python, SQL, PySpark, Git, Linux, MS Excel, PyTorch
Résumé/CV: https://www.linkedin.com/in/tminima
Email: shivam_r@outlook.com
Blog: http://shivamrana.me
Domain: Recommendation Systems, NLP (Translation, Language Modeling), Classification Algorithms, Regression Algorithms, Deep Learning (Seq2Seq, Transformer, RNN, LSTM, GRU, CNN), Data Scraping, Visualization (matplotlib, ggplot2).
I am Senior Data Scientist with ~8 years of experience in Data Science. For the last three years, I have been working on Recommendation Engines for a B2C company. I have deployed 30+ models in production, receiving more than 400k QPS traffic. I have seen e2e journey of multiple data science projects: business problem -> formulation -> offline training/eval -> deployment -> A/B testing -> Scaling up -> Monitoring. In my new role, I am looking to apply my experience to design e2e ML systems.
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