Junior Data Scientist with experience in machine learning, NLP, and LLM-based log analysis. Worked at Glassbeam Software on unusual log event detection for CT and MRI machines and on email automation, using Python, PyTor…
Junior Data Scientist with experience in machine learning, NLP, and LLM-based log analysis. Worked at Glassbeam Software on unusual log event detection for CT and MRI machines and on email automation, using Python, PyTorch, Huggingface, SQL, HTML, prompt engineering, and fine-tuning LLMs on custom datasets.
Python(Advance) Machine learning(Advance)
Deep learning(Intermediate)
NLP(intermediate) C++(Advance)
Data structures and algorithms(Intermediate)
PostgreSQL and Vertica(Intermediate)
DBMS(Intermediate) Excel(Intermediate)
Tableau(Intermediat
Working on using an LLM model to evaluate CT and MRI machine log texts to determine whether the machine is healthy or not.
Used Python, NLP techniques, LLM model, Hugging Face, prompt engineering, and fine tuning LLM on a custom dataset.
Worked on unusual log event detection for CT and MRI machines used in health care.
Used Python, NLP techniques, Transformer, data augmentation for text, and PyTorch.
Worked on email automation where consolidated unusual log events were generated.
Used Python, SMTP, SQL (Vertica), and HTML.
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