Subhasree Basu

Dr. Subhasree Basu, PhD came from a family of mathematicians which sparked her love for STEM. She started coding at the young age of 14, and fast forward to today, she is part of the Middle Office Technology team at DBS, which builds solutions that help credit managers and approvers, and in turn, their customers to have a joyful banking experience with DBS.

A lead Data Scientist experienced in managing a team that builds end-to-end AI systems. 10+ years of Machine learning and Data Science experience (research + industry)

Skills

• Text Mining, NLP, NLG, Question Answering. Hand-on experience with BERT, XLNet, GPT2, T5
• Image Processing, Video Analytics, Multimedia Analytics. Hands-on experience with DeepFace, FaceNet, Yolo, etc.
• Multimedia Analytics + Multimodal Data Analysis (Audio, Video, Text together)
• Deep learning, XGBoost, Random Forest, SVM, Ensemble learning, etc.
• Knowledge Graph and Graph Data Science.

*Domain Knowledge *

• Financial Products
• Behavioural Science (Psychological Data )
• Educational Technologies
• She has 10+ years of experience with Python and is proficient in MySQL and other databases.

Development Skills

• Python, Pyspark, Pandas, SQL, R,
• PyTorch, TensorFlow, Scikit-learn, HuggingFace
• Amazon AWS, Google Cloud Platform
• GitHub, JIRA