Bikash Agrawal

• Generative AI: Building InsuranceGPT.
• Natural Language Processing Research activities and developing production pipeline
• Managed budgets and resources effectively, ensuring all projects were completed on time and within budget constraints.

• Provide personalized guidance in a 1-1 online course, covering data preprocessing, machine learning, deep learning, and DevOps. Tailor instruction, offer hands-on projects, and foster a supportive learning environment to facilitate student growth. Keep abreast of industry advancements and provide career development guidance.

• Spearheading the development of AI-driven data products to streamline operations across diverse sectors including Banking, Insurance, and Telecom. Expertise includes generating credit risk scores via machine learning for credit card companies, and deploying image classification systems using Transfer Learning and Deep Learning for Car Insurance firms. Additionally, proficient in developing Chatbots/Emailbots/Documentbots leveraging Deep Learning algorithms.

• Responsible for designing architecture of big data platform and processing large-scale data for maritime and oil & gas industries.
• Data Ingestion Pipeline for Big Data Platform ( Lambda Architecture) Apache Kafka, Spark, Hadoop, Python
• Windfarm Asset BI for the energy portfolio

• Working with Big data technology and developing several algorithm using machine learning approaches to allow user for efficient and scalable cloud platform.
• Technology: Hadoop, HBase, OpenTSDB, Apache Spark, Apache Mesos, Docker, Ambari, Nifi, Kafka
  • Failure prediction in Hadoop cluster using HMM.
  • Anomalies detection in Cloud infrastructure in a real-time with AWS CloudWatch metrics.
  • R2Time: A Framework to Analyse Open TSDB Time-Series Data in HBase.

• Developed chatbot using deep learning framework Torch and using seq2seq model.

• Implementation of secure deletion of HDFS data.
• Research in cam2 project for resource allocation in the cloud

• Worked as Back-End Developer to build smart house system which can control all household appliances using web apps.

• Responsible for designing and programming of the website and also developed various Drupal module.

• Responsible for building this product that are extensively used in Europe, America, and U.K gas and steel industries. Extensive use of PL-SQL, and huge database. Programming Languages: SQL-SERVER, PHP, JavaScript

Developed Nepal's top News Portal,

Programming Languages: PHP, MySQL, Javascript
Technologies: AJAX, jQuery Javascript Framework