Prasanna Kumar
@prasannakumar4
Data scientist specializing in Generative AI, prompt engineering, and advanced analytics.
What I'm looking for
I am a technology-agnostic data scientist with ~7 years of experience in Generative AI, advanced analytics, and prompt engineering. I build and fine-tune LLM workflows (Gemini), design ML solutions, and deliver actionable insights through Python, PySpark, SQL and Power BI to solve business problems.
I have driven TLDR generation and fraud-detection solutions, led predictive modeling and clustering projects, and created executive dashboards and automation that improved decision making and operational outcomes. I collaborate closely with clients to define requirements, craft prompts, and implement corrective action plans backed by data.
Experience
Work history, roles, and key accomplishments
Senior Associate - GenAI/DataScience
Mar 2023 - Present (2 years 11 months)
Built a TLDR generation app using Python and Google Gemini to automate summaries and reasoning for technical reports, improving fraud detection scalability and reviewer productivity. Designed and fine-tuned ML and generative AI solutions, performed EDA, and integrated data via SQL to drive business-specific outcomes.
Senior Consultant - Data Science
Analytics Quotient
Mar 2021 - Mar 2023 (2 years)
Delivered analytics solutions and executive Power BI dashboards to drive root-cause discovery and corrective actions across verticals, leveraging Python and SQL to source and transform large transportation datasets. Built measures, parameters, and action filters to support decision-making.
Software Engineer - Data Science
Mindtree
Aug 2019 - Mar 2021 (1 year 7 months)
Developed unsupervised learning and NLP solutions for advertising analytics at Microsoft, designed experiments and A/B tests, and built classification models to predict query intent and customer churn, achieving predictive models with <15% error in demand forecasting.
Data Science Intern
Kabbage India Pvt Ltd
Jan 2019 - Jul 2019 (6 months)
Built a logistic regression prepayment model and performed funnel analysis to identify friction points, informing campaigns that increased loan take rate by 5% and contributing to a 3% revenue uplift via prepayment policy changes.
Digital Interaction Advisor
24/7.ai
Oct 2015 - Dec 2017 (2 years 2 months)
Provided technical support for US retail supply chain clients, resolving issues and supporting digital interaction operations to maintain service continuity.
Education
Degrees, certifications, and relevant coursework
International Institute of Digital Technologies, Tirupati
Post-Graduation Diploma, Business Analytics
Grade: 3.7 GPA
Completed a Post-Graduation Diploma in Business Analytics with a GPA of 3.7, covering advanced analytics, machine learning, and data visualization.
Jawaharlal Nehru National Youth Council
Post-Graduation Diploma, Computer Applications
Grade: 80%
Completed a Post-Graduation Diploma in Computer Applications, focusing on software development and applied computing, graduating with 80%.
JNTU College of Engineering Manthani
Bachelor of Technology, Electrical and Electronics Engineering
Grade: 72%
Earned a Bachelor of Technology in Electrical and Electronics Engineering with a 72% aggregate, covering core electrical engineering principles and applied technologies.
Availability
Location
Authorized to work in
Job categories
Skills
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