I am an Data engineer, AI engineer with 4 years of experience. I have participated in many AI projects such as text classification, text-to-speech. Besides, I also participate in projects to build Bigdata systems based on the Hadoop ecosystem to meet business requirements. Build pipelines to ingest and transform data sets from a variety of data sources. Experience working with ETL, SQL and NoSQL Databases. Work with Bigdata in Cloud and On-Premises environments. Build and manage data warehouses suitable for business purposes.
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Data EngineerVndcreditHanoi, Vn -
Data EngineerVndcredit May 2022 - PresentVietnam- Good Readers ETL + Build a pipeline to automatically ingest, transform, process, and store data on Airflow + Collect real-time data from the goodreads API and store it on S3 and Hadoop. Spark job reads the data and apply transformation and then transferred to the data warehouse for storage. + Build data quality and analytics modules for data stored in data warehouse + Use Airflow DAG to schedule and manage pipeline runs- Customer Data Platform + Build and install on-premises Hadoop and Bigdata systems. + Ingest and transform datasets from a variety of data sources: API, local, database...Process and analyze huge amounts of data to extract necessary information about customers with Spark, and combine with Machine Learning and Deep Learning models to analyze customers. + Participate in designing and building data lakes and data warehouses to ensure effective data storage. Combines many technologies: Cassandra, Elasticsearch, Elassandra, MongoDB. + Build a pipeline to automatically ingest, transform, process, and store data on Airflow. + API development to serve projects using data from data warehouse.- Credit Scoring + Build a process to collect data from multiple data sources and store it in a data lake. + Process, clean, and transform data to extract necessary information for research and building a credit scoring model. + Collaborate with data analysis teams to deploy credit scoring models -
Ai EngineerVndcredit Apr 2021 - May 2022- Text to Speech + Building a Text to speech model for Vietnamese + Serving model Text to speech for product + Integrate Text to speech with the call center system- Text Normalize + Standardization of handwritten to spoken form for Vietnamese -
Ai EngineerTập Đoàn G-Group Jun 2019 - Feb 2021Hanoi, Hanoi, Vietnam- Text Classification: + Research and build a text classification model for news sites + Using PhoBERT pretrain combined with LSTM for news classification problem- Text Clustering, Text Extraction+ Extract the important keywords of the article in the text using the TextRank, TopicRanh algorithm- Labeling for Post in Social Network(Image/Video+Text)+ Research and build a news and image classification model for social networks
Pham Ngoc Education Details
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Electrical, Electronics And Communications Engineering
Frequently Asked Questions about Pham Ngoc
What company does Pham Ngoc work for?
Pham Ngoc works for Vndcredit
What is Pham Ngoc's role at the current company?
Pham Ngoc's current role is Data Engineer.
What schools did Pham Ngoc attend?
Pham Ngoc attended Đh Bách Khoa Hà Nội.
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