P

Prudhvi Ratna Badri Satya

Product Manager

Bengaluru, Karnataka, India9 yrs 8 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Led high-impact Data Science teams to innovate AI solutions.
  • Developed predictive analytics that boosted business growth.
  • Expert in cross-functional collaboration for data-driven results.
Stackforce AI infers this person is a Data Science leader specializing in AI solutions within the SaaS industry.

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Skills

Core Skills

Data ScienceMachine Learning

Other Skills

AI SolutionsPredictive AnalyticsGenerative AIClassification ModelsRegression ModelsRecommendation EnginesForecasting SystemsAI-Powered ChatbotsRetrieval Augmented Generation (RAG)Agentic AI SystemsCloudflare's WorkersAIVectorizeR2D1Pages

About

Leading high-impact Data Science teams to build innovative AI/ML solutions (Predictive Analytics, Generative AI) that significantly boost business growth, efficiency, and user experience. Proven ability to translate complex data into tangible results. Passionate about technical leadership, cross-functional collaboration, and leveraging cutting-edge tech to drive measurable value. Let's connect to explore the future of AI in business.

Experience

9 yrs 8 mos
Total Experience
4 yrs 10 mos
Average Tenure
6 yrs 8 mos
Current Experience

Cloudflare

3 roles

Senior Manager, Data Science

Oct 2025Present · 7 mos · Austin, Texas, United States

Data Science Manager

Promoted

Oct 2022Present · 3 yrs 7 mos · Austin, Texas, United States

  • Leading a high-performing data science team to deliver innovative AI solutions, predictive analytics, and generative AI applications that drive business growth and enhance operational efficiency.
  • 1. Spearheaded the development of AI and predictive analytics solutions (Classification/Regression models, recommendation engines, forecasting systems) that resulted in a increase in lead conversion and improvement in customer retention.
  • 2. Drove the implementation of full-stack generative AI applications and AI-powered chatbots, automating key tasks and improving KPIs.
  • 3. Architected and deployed Retrieval Augmented Generation (RAG) and Agentic AI systems using Cloudflare's WorkersAI, Vectorize, R2, D1, Pages, and AI Gateway, optimizing internal workflows and reducing task completion times.
  • 4.Engineered MCP servers enabling seamless integration of LLMs with internal tools like Wiki and Jira, streamlining processes.
  • 5. Collaborated cross-functionally with Sales, Marketing, Engineering, and Product teams, aligning data science initiatives with business objectives and contributing to a increase in overall revenue growth.
  • 6. Fostered a culture of continuous learning, improving team productivity and reducing model deployment cycles through the implementation of new methodologies and tools (Docker, Kubernetes, Terraform).
  • Technical Skills: ML, DL, NLP, LLMs (OpenAI, Anthropic, Gemini, LLaMA, Mistral, DeepSeek, Qwen), Python Libraries (LangChain, AutoGen, LlamaIndex, CrewAI), SQL, AWS, GCP, Cloudflare tech stack (WorkersAI, Vectorize, R2, D1, Pages, AI Gateway), TensorFlow, PyTorch, FastAPI, Terraform, Docker, Kubernetes.
AI SolutionsPredictive AnalyticsGenerative AIClassification ModelsRegression ModelsRecommendation Engines+17

Senior Data Scientist

Sep 2019Oct 2022 · 3 yrs 1 mo · Austin, Texas, United States

  • Designed and deployed machine learning solutions focused on cybersecurity and customer analytics, significantly reducing security risks and enhancing business decisions.
  • 1. DGA Detection: Developed transformer-based models with character embeddings, achieving a 94.3% F1 score for malware domain classification, reducing security breaches by 12%.
  • 2. Phishing Detection: Built CatBoost models analyzing HTML content to detect phishing sites with 77% accuracy.
  • 3. DNS Tunneling Prediction: Engineered supervised CatBoost models, identifying DNS exfiltration attempts with 94% accuracy, mitigating critical security incidents.
  • 4. Customer Churn Prediction: Implemented LightGBM models to predict and reduce customer churn, enabling proactive retention strategies and decreasing churn rate by 28%.
Machine LearningCybersecurityCustomer AnalyticsTransformer ModelsCatBoostLightGBM+3

Snap finance

2 roles

Lead Data Scientist

Promoted

Apr 2019Aug 2019 · 4 mos · Salt Lake City, Utah, United States

Data Scientist

Aug 2016Apr 2019 · 2 yrs 8 mos · Salt Lake City, Utah, United States

  • 1. Decision Models: Developed machine learning and statistical models in R and Python to be used for systemic risk analysis of the customers, modeling low-risk & continuous-return strategies. Optimized the performance of XGBoost, CatBoost, KNN, Neural Net, Clustering models to render decisions impacting higher productivity.
  • 2. Analytics Dashboards: Designed, developed and maintained enterprise level dashboards using R (Shiny) front-end and Python(Flask) back-end to analyze key performance indicators to improve business models.
  • 3. Date Pipelines: Created and managed system infrastructure to scale for the call and voice data (Big Data).
  • 4. Forecasting Models: Built ingenious statistical and forecasting models using regression methods such as Linear, boosted regression trees for the collections department to predict customer payments with high accuracy.
  • 5. Data Collection: Implemented Python scripts to collect the website usage patterns of the stakeholders using the internal web applications at the company. Used google analytics to understand their behavioral patterns.
  • 6. Dev Environment: Analytics environment based on docker and AWS, standardized the python and R
  • dependencies. Wrote the core libraries that are shared by all data scientists.
  • 7. Business Intelligence & Reporting: Designed Tableau Dashboards, Visualizations using D3, Highcharts, plotly, etc. which helped executive teams understand the performance of business trends to take necessary action plans. Generated reporting framework for the sales team to increase their merchant productivity & reducing risk traits.

Education

Utah State University

Master's Degree — Computer Science

Sri Venkateswara University

Bachelor's Degree — Computer Science

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