Nishi Paul
@nishipaul
Data Scientist specializing in ML, NLP, and GenAI solutions.
What I'm looking for
As a Data Scientist with over 3 years of experience, I have successfully delivered production-ready machine learning, natural language processing, and generative AI solutions, particularly in the financial services and enterprise automation sectors. My expertise lies in developing scalable pipelines and fine-tuning transformer models, leveraging large language models for impactful real-world applications.
At Hewlett Packard Enterprise, I developed advanced models that significantly reduced manual triage and improved response times through innovative unsupervised machine learning techniques. My role at HSBC involved enhancing regulatory accuracy and risk flagging through sophisticated data validation and forecasting models. I am recognized for my creativity and ability to collaborate across functions, driving innovation and delivering measurable results.
Experience
Work history, roles, and key accomplishments
Data Scientist
Hewlett Packard Enterprise
Dec 2023 - Present (1 year 8 months)
Developed LightGBM and Random Forest models on Dataiku for real-time classification, reducing manual triage by 45%. Built GenAI-powered Question Answering pipeline using LangChain and Azure OpenAI for internal documentation.
Data Scientist
HSBC
Jul 2022 - Nov 2023 (1 year 4 months)
Ingested 20M+ trades daily via secured APIs into Data360 ETL framework, and applied 40+ data validation rules, enhancing regulatory accuracy by 35%. Created polynomial regression model with L2 regularization to detect trading outliers, increasing risk flagging by 50%.
Education
Degrees, certifications, and relevant coursework
University of Engineering and Management
Master of Computer Applications, Computer Applications
Grade: 9.35 CGPA
Activities and societies: Movie Recommendation Engine, Laptop Price Prediction, Sentiment Analysis, Marketing Campaign Classifier
Completed a Master of Computer Applications degree, achieving a CGPA of 9.35. Focused on advanced topics in computer science and applications.
Availability
Location
Authorized to work in
Job categories
Interested in hiring Nishi?
You can contact Nishi and 90k+ other talented remote workers on Himalayas.
Message NishiFind your dream job
Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
