Ayesha User
@ayeshauser4
Experienced Data Scientist specializing in Generative AI and machine learning.
IndiaWhat I'm looking for
I am a dedicated Data Scientist with over 7 years of experience in leveraging Generative AI and machine learning to drive impactful solutions. Currently, I work at Capgemini, where I have developed innovative AI solutions that have significantly optimized business processes and improved efficiency. My expertise spans across various domains, including healthcare and customer analytics, where I have successfully implemented machine learning models that enhance decision-making and operational performance.
Throughout my career, I have demonstrated a strong ability to translate complex business problems into actionable AI-powered solutions. My work includes automating workflows, optimizing retrieval accuracy, and developing AI chatbots that improve user interaction. I am passionate about utilizing cutting-edge technologies, such as LangChain and OpenAI, to create efficient and effective data-driven solutions that meet the needs of diverse stakeholders.
Experience
Work history, roles, and key accomplishments
GEN AI- Data Scientist
Capgemini
Jul 2024 - Present (1 year 11 months)
Developed OneVet IVX, automating domain, business, and document verification with GPT and WHOIS APIs, cutting manual checks by 60%. Built and deployed Agentic AI solutions with LangChain, LangGraph, Langflow, Phidata, CrewAI, AutoGen, and Vertex AI, reducing manual intervention by 50% and accelerating decision-making by 45%.
Healthcare-Emblemhealth & ConnectiCare
Cognizant Technology Ltd
Sep 2017 - Nov 2023 (6 years 2 months)
Conducted a machine learning project to predict hospital stay length using regression models, achieving an R² of 0.70 and improving care planning by 30%. Applied K-Means and hierarchical clustering to segment customer data, identifying high-value segments that led to a 25% increase in marketing efficiency and a 20% growth in customer retention.
Education
Degrees, certifications, and relevant coursework
Abbas Khan Degree College for Women
Bachelor of Business Administration, Business Administration
Grade: 84%
Completed a Bachelor of Business Administration, achieving an 84% grade. The program provided a strong foundation in business principles and practices.
First Grade College, Bangalore
Pre-University Course, General Studies
Grade: 75%
Completed Pre-University Course with a 75% grade. This program prepared me for higher education.
Jawahar Memorial English high school
High School Diploma, General Studies
Grade: 65%
Completed 10th grade with a 65% grade. This foundational education provided essential academic skills.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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