Pranay Surana

Data Scientist

Pune, Maharashtra, India7 yrs 9 mos experience
Highly StableAI Enabled

Key Highlights

  • Developed demand forecasting model for 250+ products.
  • Automated data quality processes, improving efficiency by 20%.
  • Led AWS GenAI Architect initiative for innovative solutions.
Stackforce AI infers this person is a Data Science and AI specialist with strong MLOps expertise in SaaS environments.

Contact

Skills

Core Skills

MlopsMachine LearningAwsData ScienceData EngineeringDatabase Management

Other Skills

A/B TestingAlgorithmsAnalytical SkillsAnalyticsArtificial Intelligence (AI)AzureBlockchain TechnologyBusiness Intelligence (BI)CComputer ScienceCryptoDashboardsData AnalysisData AnalyticsData Architecture

About

Results-driven Senior Data Scientist with ๐Ÿ”+ ๐˜†๐—ฒ๐—ฎ๐—ฟ๐˜€ of experience in Data Analytics, Machine Learning, AI, and MLOps. I help companies build and deploy AI solutions using cloud platforms like AWS, following best MLOps practices. Some examples include: โ€ข Developed a ๐—ฑ๐—ฒ๐—บ๐—ฎ๐—ป๐—ฑ ๐—ณ๐—ผ๐—ฟ๐—ฒ๐—ฐ๐—ฎ๐˜€๐˜๐—ถ๐—ป๐—ด ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น for ๐Ÿ๐Ÿ“๐ŸŽ+ ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐˜€ across 10+ markets for a leading global fast-food chain. โ€ข ๐—”๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—พ๐˜‚๐—ฎ๐—น๐—ถ๐˜๐˜† ๐—ฝ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ฒ๐˜€ for ๐—ป๐—ผ๐—ป-๐˜๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐˜€๐˜๐—ฎ๐—ธ๐—ฒ๐—ต๐—ผ๐—น๐—ฑ๐—ฒ๐—ฟ๐˜€, reducing manual checks from weekly to real-time by identifying and flagging anomalies. Reducing the time and effort required by the data quality team and improve the data quality by 20%. โ€ข Developed a ๐—ฐ๐—ต๐—ฎ๐˜๐—ฏ๐—ผ๐˜ for an insurance firm, leveraging prompt engineering, ๐—ฅ๐—ฒ๐˜๐—ฟ๐—ถ๐—ฒ๐˜ƒ๐—ฎ๐—น-๐—”๐˜‚๐—ด๐—บ๐—ฒ๐—ป๐˜๐—ฒ๐—ฑ ๐—š๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป (๐—ฅ๐—”๐—š), ๐—Ÿ๐—ฎ๐—ฟ๐—ด๐—ฒ ๐—Ÿ๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ ๐— ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€ (๐—Ÿ๐—Ÿ๐— ), ๐—ฎ๐—ป๐—ฑ ๐—”๐—ช๐—ฆ ๐˜€๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐—ฐ๐—ฒ๐˜€ to process and interpret 120+ policy documents. Skills: โ€ข ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด: Regression Models, Decision Trees, Ensemble Models, SVM, NLP, Deep Learning, Statistical Modeling, GenAI, LLM โ€ข ๐—œ๐—ป๐—ฑ๐˜‚๐˜€๐˜๐—ฟ๐˜† ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€: MLOps, Predictive Modelling, Data Visualisation, Data Modelling, Hypothesis Testing, Teradata โ€ข ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ๐—บ๐—ถ๐—ป๐—ด ๐—Ÿ๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ๐˜€: Python, SQL, PySpark โ€ข ๐—ง๐—ผ๐—ผ๐—น๐˜€: Tableau, AWS, Databricks, Teradata I enjoy ๐—บ๐—ฒ๐—ป๐˜๐—ผ๐—ฟ๐—ถ๐—ป๐—ด ๐˜๐—ฒ๐—ฎ๐—บ๐˜€ to find insights in messy data and create AI solutions that solve important business problems. Staying current in Data Analytics and AI is a key part of my professional growth. I love connecting with new people, you can reach me at ๐—ฝ๐—ฟ๐—ฎ๐—ป๐—ฎ๐˜†๐˜€๐˜‚๐—ฟ๐—ฎ๐—ป๐—ฎ๐Ÿ‘๐Ÿ”@๐—ด๐—บ๐—ฎ๐—ถ๐—น.๐—ฐ๐—ผ๐—บ.

Experience

7 yrs 9 mos
Total Experience
3 yrs 6 mos
Average Tenure
8 mos
Current Experience

Bp

Senior Data Scientist

Oct 2025 โ€“ Present ยท 8 mos ยท Pune, Maharashtra, India ยท Hybrid

Brillio

2 roles

Senior Data Scientist

Promoted

Apr 2024 โ€“ Oct 2025 ยท 1 yr 6 mos ยท Pune, Maharashtra, India ยท Hybrid

  • ๐—ฃ๐—ฟ๐—ถ๐—บ๐—ฎ๐—ฟ๐˜† ๐—ฃ๐—ผ๐—ถ๐—ป๐˜ ๐—ผ๐—ณ ๐—–๐—ผ๐—ป๐˜๐—ฎ๐—ฐ๐˜ (๐—ฃ๐—ข๐—–) ๐˜„๐—ถ๐˜๐—ต ๐—ฆ๐˜๐—ฎ๐—ธ๐—ฒ๐—ต๐—ผ๐—น๐—ฑ๐—ฒ๐—ฟ๐˜€: Led discussions to understand business goals, translated them into AI strategies, and presented insights in business-friendly language.
  • ๐——๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—ฒ๐—ฑ ๐—ฃ๐—ฟ๐—ผ๐—ผ๐—ณ ๐—ผ๐—ณ ๐—–๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐˜€ (๐—ฃ๐—ข๐—–๐˜€): Created POCs for potential data science use cases and prepared estimates to help clients plan for MVPs and upcoming opportunities.
  • ๐—ง๐—ฒ๐—ฎ๐—บ ๐—Ÿ๐—ฒ๐—ฎ๐—ฑ๐—ฒ๐—ฟ๐˜€๐—ต๐—ถ๐—ฝ: Led a team of 5, including Data Analysts and Data Scientists, guiding them in performing advanced machine learning experiments and enhancing data-driven solutions.
  • ๐— ๐—ผ๐—ฑ๐—ฒ๐—น ๐——๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—บ๐—ฒ๐—ป๐˜ & ๐— ๐—Ÿ๐—ข๐—ฝ๐˜€: Oversaw the deployment of machine learning models into production environments using cloud platforms (AWS), leveraging MLOps best practices to ensure scalability and model performance.
  • ๐—”๐—ช๐—ฆ ๐—š๐—ฒ๐—ป๐—”๐—œ ๐—”๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜ ๐—œ๐—ป๐—ถ๐˜๐—ถ๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ: Led the AWS GenAI Architect initiative, helping multiple teams across the organization build innovative GenAI solutions using AWS services.
  • ๐—Ÿ๐—Ÿ๐—  ๐—–๐—ผ๐˜€๐˜ ๐—˜๐˜€๐˜๐—ถ๐—บ๐—ฎ๐˜๐—ผ๐—ฟ ๐——๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜: Built and piloted an LLM Cost Estimator for GenAI use cases on AWS and Azure, streamlining cost estimation for client projects.
MLOpsAWSMachine LearningData ScienceData Analytics

Data Scientist

Jun 2021 โ€“ Mar 2024 ยท 2 yrs 9 mos ยท Pune, Maharashtra, India ยท Hybrid

  • ๐—–๐—ผ๐—น๐—น๐—ฎ๐—ฏ๐—ผ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜„๐—ถ๐˜๐—ต ๐—ฆ๐˜๐—ฎ๐—ธ๐—ฒ๐—ต๐—ผ๐—น๐—ฑ๐—ฒ๐—ฟ๐˜€: Working closely with business teams, engineers, and other data professionals to understand business problems, define requirements, and implement data-driven solutions.
  • ๐——๐—ฎ๐˜๐—ฎ ๐—–๐—ผ๐—น๐—น๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป, ๐— ๐—ผ๐—ฑ๐—ฒ๐—น ๐——๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜ & ๐—˜๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฎ๐˜๐—ถ๐—ผ๐—ป: Collected and cleaned data, developed machine learning models on AWS, trained and tuned them, and evaluated performance to solve business problems.
  • ๐——๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—บ๐—ฒ๐—ป๐˜ ๐—ผ๐—ณ ๐— ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€: Implementing and integrating machine learning models on AWS in production environments and ensuring their scalability and reliability.
  • ๐—”๐—ป๐—ผ๐—บ๐—ฎ๐—น๐˜† ๐——๐—ฒ๐˜๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป: Utilizing historical data to identify anomalies in historical data that is used for decision-making.
  • ๐—ข๐—ฝ๐˜๐—ถ๐—บ๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป & ๐—ง๐˜‚๐—ป๐—ถ๐—ป๐—ด: Continuously refining and improving model performance, accuracy, and efficiency based on real-time feedback and new data.
  • ๐——๐—ฎ๐˜๐—ฎ ๐—ฃ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜: Developing and maintaining data pipelines, ensuring smooth data flow between systems, and optimizing for speed and reliability.
Machine LearningAWSData CollectionData CleaningModel DevelopmentData Science

Teradata

2 roles

Data Engineer

Dec 2018 โ€“ Jun 2021 ยท 2 yrs 6 mos

  • Worked for a highly demanding and critical process of the ๐—ฏ๐—ฎ๐—ป๐—ธ to ๐—บ๐—ฎ๐—ถ๐—ป๐˜๐—ฎ๐—ถ๐—ป ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ.
  • Ensuring the ๐˜€๐—ฒ๐—ฎ๐—บ๐—น๐—ฒ๐˜€๐˜€ ๐—ผ๐—ฝ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป of the ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ to optimize performance.
  • ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜‡๐—ถ๐—ป๐—ด ๐—ฐ๐—ฎ๐—บ๐—ฝ๐—ฎ๐—ถ๐—ด๐—ป ๐—ฎ๐—ป๐—ฑ ๐—ฐ๐˜‚๐˜€๐˜๐—ผ๐—บ๐—ฒ๐—ฟ ๐—ฑ๐—ฎ๐˜๐—ฎ to address and resolve user-facing issues.
  • Identifying and fixing code bugs to ๐—ฒ๐—ป๐—ต๐—ฎ๐—ป๐—ฐ๐—ฒ ๐˜๐—ต๐—ฒ ๐—ฒ๐—ณ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐˜† of the data pipeline.
  • Conducting data manipulation and ๐—ด๐—ฒ๐—ป๐—ฒ๐—ฟ๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ฐ๐—ผ๐—บ๐—ฝ๐—ฟ๐—ฒ๐—ต๐—ฒ๐—ป๐˜€๐—ถ๐˜ƒ๐—ฒ ๐—ฟ๐—ฒ๐—ฝ๐—ผ๐—ฟ๐˜๐˜€ in Excel.
Data Pipeline ManagementData ManipulationDatabase ManagementData Engineering

Technical Associate

Aug 2018 โ€“ Dec 2018 ยท 4 mos

  • Completed a comprehensive 3-month Teradata training program, ๐—ด๐—ฎ๐—ถ๐—ป๐—ถ๐—ป๐—ด ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜๐—ถ๐˜€๐—ฒ ๐—ถ๐—ป ๐—ฑ๐—ฎ๐˜๐—ฎ๐—ฏ๐—ฎ๐˜€๐—ฒ ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜, ๐—ฑ๐—ฎ๐˜๐—ฎ ๐˜„๐—ฎ๐—ฟ๐—ฒ๐—ต๐—ผ๐˜‚๐˜€๐—ถ๐—ป๐—ด, ๐—ฎ๐—ป๐—ฑ ๐—ฎ๐—ฑ๐˜ƒ๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฑ ๐—ฆ๐—ค๐—Ÿ ๐—ณ๐˜‚๐—ป๐—ฐ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น๐—ถ๐˜๐—ถ๐—ฒ๐˜€.
  • Achieved Teradata 16 Certification, demonstrating ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐˜† ๐—ถ๐—ป ๐—ง๐—ฒ๐—ฟ๐—ฎ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ฎ๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ, database performance optimization, and data analytics capabilities.
Database ManagementData WarehousingSQL

Isro - indian space research organization

R&D Intern

Aug 2017 โ€“ Apr 2018 ยท 8 mos ยท Mumbai Metropolitan Region ยท Remote

  • Won a consolation prize in the ๐—ฆ๐—บ๐—ฎ๐—ฟ๐˜ ๐—œ๐—ป๐—ฑ๐—ถ๐—ฎ ๐—›๐—ฎ๐—ฐ๐—ธ๐—ฎ๐˜๐—ต๐—ผ๐—ป under ISRO and was offered a R&D internship to develop a prototype.
  • Researched ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ฎ๐—น๐—ด๐—ผ๐—ฟ๐—ถ๐˜๐—ต๐—บ๐˜€ and implemented a secure email and web server.
  • Used ๐˜€๐˜๐—ฒ๐—ด๐—ฎ๐—ป๐—ผ๐—ด๐—ฟ๐—ฎ๐—ฝ๐—ต๐˜† ๐—ณ๐—ผ๐—ฟ ๐—ฒ๐—บ๐—ฎ๐—ถ๐—น ๐˜€๐—ฒ๐—ป๐—ฑ๐—ฒ๐—ฟ ๐—ฎ๐˜‚๐˜๐—ต๐—ฒ๐—ป๐˜๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป and built a ๐—ฑ๐—ฒ๐—ฐ๐—ฒ๐—ป๐˜๐—ฟ๐—ฎ๐—น๐—ถ๐˜‡๐—ฒ๐—ฑ ๐—ป๐—ฒ๐˜๐˜„๐—ผ๐—ฟ๐—ธ ๐—ณ๐—ผ๐—ฟ ๐—ฒ๐—บ๐—ฎ๐—ถ๐—น ๐˜๐—ฟ๐—ฎ๐—ป๐˜€๐—บ๐—ถ๐˜€๐˜€๐—ถ๐—ผ๐—ป without third-party digital certificates.
  • Executed the project using ๐—•๐—น๐—ผ๐—ฐ๐—ธ๐—ฐ๐—ต๐—ฎ๐—ถ๐—ป ๐—ง๐—ฒ๐—ฐ๐—ต๐—ป๐—ผ๐—น๐—ผ๐—ด๐˜†.
Security AlgorithmsBlockchain Technology

Education

University of Mumbai

Bachelor of Engineering (B.E.) โ€” Information Technology

Jan 2014 โ€“ Jan 2018

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