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Tanmay Srivastava

@tanmaysrivastava1

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Seasoned AI/ML professional with 12+ years building end-to-end machine learning solutions for fintech and banking.

India

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What I'm looking for

I seek a hands-on ML/AI role where I can build production-grade models, optimize data platforms, mentor teams, and drive measurable business impact in fintech or banking.

I am a seasoned AI/ML professional with over 12 years of experience delivering end-to-end machine learning and data engineering solutions across fintech, banking, and retail domains. I have led ML pipeline development, model deployment, and performance monitoring using Python, Pandas, NumPy, Scikit-learn, XGBoost and cloud data platforms.

In leadership and individual contributor roles I improved model accuracy by 10%, optimized data access and analytics workflows with Oracle, Snowflake and AWS, and delivered projects that boosted operational efficiency by 30% through PL/SQL-based scheduling optimizations. I have built production features such as customer lifetime value and risk scoring, chatbots over Snowflake/Oracle, and IVR post-call analytics.

I value continuous learning and practical innovation, demonstrated by PGP and certificate work in AI/ML, generative AI, and deep learning, and by delivering applied projects including Q&A chatbots, consumer profiling, transcript-based analytics, and image-based nutrition calculators.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Scientist

Current

Netspend India

Apr 2022 - Present (3 years 6 months)

Led end-to-end ML pipeline development from data preprocessing to model deployment, improving model accuracy by 10% through monitoring, drift detection, and proactive retraining. Streamlined data access and analytics workflows in cloud environments to accelerate project delivery.

Python Pandas NumPy scikit learn XGBoost Model Monitoring AWS Snowflake Agile

Manager - IT

Punjab National Bank

Aug 2016 - Apr 2022 (5 years 8 months)

Applied ML algorithms (Decision Trees, XGBoost) to customer data to improve loan approval workflows and digital product experience, contributing to faster loan disbursal and improved customer satisfaction. Optimized PL/SQL job scheduling and BRD collaboration, improving operational efficiency by 30%.

Machine Learning XGBoost Pl SQL BRD Analysis Data Visualization SDLC

Systems Engineer

Tata Consultancy Services

Mar 2013 - Jul 2016 (3 years 4 months)

Contributed across SDLC phases within a Waterfall framework for enterprise systems, delivering PL/SQL-based solutions and collaborating with business analysts on requirements and design. Supported development and testing to meet project delivery goals.

Pl SQL Oracle SDLC Testing Shell Scripting MySQL Team Collaboration

Education

Degrees, certifications, and relevant coursework

California Institute of Technology

Post Graduate Program in AI and ML, Artificial Intelligence and Machine Learning

Completed a Post Graduate Program focused on core areas of Machine Learning, deep learning, and generative AI with 10+ end-to-end projects including data preprocessing, feature engineering, and model training.