1.Chatbot with DialogFlow : Intent Detection, Text-to-SQL.2.Working in Data Engineering team to prepare data for Data Analyst Team, Data Science Team. Using AWS Glue make some ETL jobs to transformation some dataset, research some technical to building Machine Learning Platform such as: FeatureStore, Machine Learning operation like Continuous Training, Continuous Integration, Continuous Deployment.3.Working with Data Science team to prepare training data, operation their workflow.Skills : Python, PySpark, SQL, AWS, GCP.Attend AWS Training courseHand-on Design a Solution Architect for Startup : The Startup use LAMP Stack to develope Product on-prem. We must design a solution on AWS Cloud to transform LAMP stack to AWS Cloud in purpose , the product must be scale, security, high performance, efficient, elastic, highly available, fault tolerant and recoverable architectureReward :The First Cloud Journey Sovico Group (HDBank, HDSaison, VietjetAir, Phulong ....) has 2 sections :+ Top 4 Probolsal Challenges : Design an architect for startup.+ Top 2 Technical Guide Challenge : Microservice on AWS

Research raw data and understood insights to provide method to build Demographics User.Build a Prediction Age, Gender of user with Machine LearningBuild a Text Classification – Category / Sub Category Detection for Vietnamese language with Machine Learning algorithm ( Navies Bayes, SVM, Logictics Regression, Word2vec – SVM ) . Category and sub category is formated base on IAB.Research / Implementation feature Duplicate Document / near-duplicate Document (TF-IDF, Cosine Similarity, Embedding Word2vec, Locality-sensitive hashing )Research / Implementation feature Similarity User using Content-base, Collaborative Filtering.Understanding Machine Learning Ops (mlops).

- Category Detection ( Text Classification ).Use Logistics Regression to predict top3 category of article - Vietnamese(news-Vietnamese)- Text Summarization (NLTK with Python )- Build Demographics User base on web history - Make awesome product like DMP - Data Management Platform