Mageswaran Dhandapani
NLP Engineer | Certified Spark Developer | MLOps| Big Data | Deep Learning | Machine Learning | Python | Scala
- Role
- Associate Architect at Symmetry Systems
- Location
- Coimbatore, TN, IN
- LinkedIn followers
- 500 followers
About Mageswaran Dhandapani
Started as an Embedded Software Engineer in the year 2011 and ever since I have explored and expanded my experience across different verticals covering Embedded systems, Android Middleware, Big Data, Data Science and Web applications. With more than a decade years of experience in IT Industry, I have extensive experience in building scalable data pipelines, Machine Learning pipelines and DeepLearning learning pipelines from ground up. Passionate about building full stack data science proof of concepts with Apache Spark, PyTorch, Vue3, Kubernetes etc,I have played a key role in architecting, implementing and deploying multiple Apache Spark based data pipelines in Patent Document domain, Health Care domain and in GeoSpatial domain. Data Engineering Insights- Have build modular ETL pipelines for processing Health care data from scratch which is in production since 2019 - Have build Big Data pipeline using technologies like Apache Spark, Airflow, AWS Athena, Databricks Data Lake- Have build tools to monitor and alert EMR cluster and manage the cluster based- Have build YAML based configurable Data Quality Framework backed by Apache Spark- In the process to scale up GeoSpatial data processing with Apache Spark to process trillions of ping records- Have worked closely with Dev Ops team to design CI/CD pipelinesData Science Insights- Patent Topic Clustering using LDA- Deep Learning model for tag predictions for patent litigation documents with Tensorflow and Tesseract - Model deployment in AWS lambda and in Kubernetes- Building Information Extraction tool for documents using TransformersConnect with me to get the detailed exposure as Data Architect/Scientist or to get to know more about building data pipelines and full stack Data Science applications.
Experience
Associate Architect
May 2022 — Present · IN
Cybersecurity for a modern hybrid-cloud environment.
Education
Karunya University
Bachelor's degree, Electronics and Instrumentation Engineer
2007 — 2011
Birla Institute of Technology and Science, Pilani
Master of Technology - MTech, Software Systems (Cybersecurity Specialization)
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