SPShalini Priya
@shalinipriya
Data Scientist skilled in machine learning and predictive modeling.
ZimbabweWhat I'm looking for
I am a dedicated Data Scientist with a strong foundation in machine learning and data analysis. Currently, I am honing my skills through a Full Stack Data Science BootCamp at Naukri.com, where I developed a churn prediction model that significantly reduced user disengagement by 7% within three months. My work in demand-supply forecasting has also led to valuable insights, predicting a 9% drop in demand and a 7% increase in supply for job seekers.
My educational background includes a B. Tech in Production and Industrial Engineering from Punjab Engineering College, where I developed an AI Career Counseling Chatbot using Streamlit and OpenAI’s API. I have a proven track record of enhancing system security through anomaly detection and optimizing search results using advanced algorithms. I am passionate about leveraging data to drive business decisions and improve user experiences.
Experience
Work history, roles, and key accomplishments
Data Scientist
Naukri.com
Jan 2022 - Present (3 years 4 months)
Developed a churn prediction model using the Cox Proportional Hazards algorithm, achieving a C-index of 0.890. Built a forecasting model utilizing the SARIMA model for job seekers' supply and demand, achieving significant accuracy metrics.
Data Scientist
Naukri.com
Jan 2022 - Present (3 years 4 months)
Developed a jobseeker churn prediction model using the Cox Proportional Hazards algorithm, achieving a C-index of 0.890. Built a forecasting model with SARIMA for job seekers' supply and demand, predicting a 9% drop in demand. Created an AI chatbot for career counseling using Streamlit and OpenAI’s API.
Data Scientist
Larsen & Toubro Infotech Ltd.
Jan 2021 - Jan 2022 (1 year)
Optimized article classification using Random Forest, resulting in increased traffic. Developed methods to fill missing images in articles and improved search results ranking with word embeddings and cosine similarity.
Data Scientist
Larsen & Toubro Infotech Ltd.
Jan 2021 - Jan 2022 (1 year)
Implemented various machine learning techniques for article classification and search results optimization, resulting in improved traffic and user engagement. Developed methods for filling missing images in articles.
Education
Degrees, certifications, and relevant coursework
PCPunjab Engineering College
Bachelor of Technology, Production and Industrial Engineering
2016 - 2020
Developed a Streamlit-based AI chatbot to provide personalized career advice based on user profiles. Conducted data preprocessing, fine-tuned a GPT model with career-related data, integrated OpenAI’s API, and created an interactive web interface for seamless user interaction.
Availability
Location
ZimbabweAuthorized to work in
Job categories
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