Spu Tae
@sputae
Senior Advanced Software Engineer and Data Scientist delivering AI/ML and GenAI solutions for scalable analytics.
IndiaWhat I'm looking for
I’m a results-driven Senior Advanced Software Engineer and Data Scientist with 9+ years in AI/ML, NLP, GenAI, predictive analytics, and big data processing. I build scalable models for forecasting, anomaly detection, and text analytics, and I focus on end-to-end data engineering that turns model outputs into production-ready insights.
Most recently, I developed predictive models on industrial machine time-series data using Temporal Fusion Transformer (TFT) and XGBoost to identify optimal golden periods, and I built anomaly detection systems using LSTM Autoencoders, Isolation Forest, and Transformer-based approaches. Previously, I created an enterprise RAG-based Document Intelligence Chatbot with Azure OpenAI and Azure AI Search, built region-wise billing prediction models with ~15% improved accuracy, and supported S&OP and carline-level forecasts (Eeco, Ertiga, Jimny, XL6) to improve allocation and production decisions.
Experience
Work history, roles, and key accomplishments
Developed predictive models on industrial machine time-series data to identify optimal golden periods. Built anomaly detection systems and validated Remaining Useful Life (RUL) prediction model readiness for production.
Built an enterprise RAG-based Document Intelligence Chatbot using Azure OpenAI and Azure AI Search for secure conversational access to technical documents. Developed region-wise billing prediction and carline-level forecasting models to improve demand planning and allocation decisions.
Built a gender prediction model and DEI analysis dashboard for diversity insights. Created attrition, joiner, and tenure models and automated HR and reporting workflows with Python to reduce manual effort.
Senior AI/ML Engineer
Zaggle Prepaid Ocean
Aug 2020 - Jan 2022 (1 year 5 months)
Built an OpenCV-based duplicate invoice detector and a CNN-based KYC classifier. Developed BERT-based NER and a cash flow forecasting model to improve revenue outcomes.
Data Scientist
JanYu Technologies
Jul 2017 - Nov 2019 (2 years 4 months)
Created CNN and SVM-based classification for a floor-cleaning robot. Improved model performance for accurate image-based categorization.
Performed manual QA testing for Pega 7 applications. Supported validation of application behavior through manual test execution.
Education
Degrees, certifications, and relevant coursework
Liverpool John Moores University
M.S. in Data Science, Data Science
Completed an M.S. in Data Science at Liverpool John Moores University in 2022.
IIIT-Bangalore
PG Diploma in Data Science, Data Science
Completed a PG Diploma in Data Science at IIIT-Bangalore in 2020.
Andhra University
M.A. Sociology, Sociology
Completed an M.A. in Sociology at Andhra University in 2017.
GITAM University
B.Tech
Completed a B.Tech at GITAM University in 2015.
Availability
Location
IndiaAuthorized to work in
Job categories
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