Skills

• Areas of Expertise
  • Information Retrieval, Semantic Search, Machine Learning, NLP, User Behavior Analysis
• NLP/Semantic Tools
  • Ontologies, OpenNLP, Glove, Word2vec, DBpedia, TagMe, WikiMiner, BERT
• ML Tools
  • RankLib, Spark MLlib, XGBoost, FastText, PyTorch, Scikit-learn, Matplotlib
• Big Data Processing Tools
  • Databricks, Hadoop, Spark, MapReduce, Kafka, Hive, Pig, GraphX, Pegasus
• Search Engines/Databases
  • Lucene, Solr, ElasticSearch, AeroSpike, HBase, MySQL, PostgreSQL
• Programming Languages
  • Java, Scala, Python, R, SQL, C, C++, JavaScript, JSP, PHP, Perl, HTML
• Development Tools
  • IntelliJ, Eclipse, Gradle, Maven, SVN, Gitlab, Docker, Kubernetes

Certificates

• 2021: Machine Learning Data Lifecycle in Production Course by DeepLearning.AI
• 2021: Introduction to Machine Learning in Production (MLOps) Course by DeepLearning.AI
• 2019: Empathy Listening (Leadership Development Program), KASIKORN Business-Technology Group (KBTG)
• 2019: Excellence to Information Security Management, KASIKORN Business-Technology Group (KBTG)
• 2019: Negotiation for Success (Leadership Development Program), KASIKORN Business-Technology Group (KBTG)
• 2018: Deep Learning Specialization Course by deeplearning.ai
• 2015 - 2016: Pedagogical Competence Development Program, Aalborg University, Denmark