Pratyush Srivastava
Navi Mumbai
Summary
Senior Data Scientist & AI Automation Engineer with over 4 years of experience managing production-grade data systems in revenue, finance, and operations. Expertise in financial reconciliation, billing automation, and AI-driven operational workflows utilizing platforms such as Stripe, Salesforce, and AWS. Proficient in machine learning, predictive modeling, and business impact analysis, with advanced training in NLP and GenAI from IIIT Bangalore. Strong technical skills in Python, SQL, and Power BI, focused on delivering data-driven solutions to complex business challenges.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Senior Data Scientist & AI Automation Engineer
FinStrat Management
Navi Mumbai
01.2025 - 12.2025
- Owned and developed production-grade finance and revenue data systems for multiple growth-stage clients.
- Designed Python-based reconciliation engines processing over 4,000 transactions per cycle, managing partial payments and duplicates.
- Built AI-assisted reconciliation workflows combining deterministic rules with LLM-based classification for complex cases.
- Developed comprehensive data pipelines for ingestion, normalization, canonical modeling, and exception handling.
- Automated finance-ready outputs with Slack notifications to streamline month-end closing processes.
- Led Stripe Billing initiatives, including payment links and subscription management, ensuring accurate financial reporting.
- Integrated HubSpot and Salesforce to enhance RevOps efficiency and improve financial accuracy.
Senior Analyst - Data & Process Optimization
Amazon
Gurgaon
01.2022 - 12.2024
- Automated SQL and Power BI dashboards, reducing manual reporting effort by approximately 40%.
- Enhanced vendor SLA tracking pipelines, achieving a 22% reduction in SLA breaches.
- Developed scalable data pipelines to support high-volume operational decision-making.
- Mentored junior analysts in Python, SQL, and analytics best practices for skill development.
Technical Analyst
Hewlett-Packard (HP)
Navi Mumbai
08.2021 - 01.2022
- Reduced recurring system issues by approximately 30% through data-driven root-cause analysis.
- Automated recurring reports using Python, decreasing manual effort by roughly 40%.
- Facilitated collaboration between engineering and business teams by delivering actionable technical insights.
Education
B.Tech - Electronics & Communication
Amity University
Noida07-2021
Master of Science - Data Science & Analytics
IIIT Bangalore
BangaloreSkills
- Programming languages: Python, SQL
- Data automation: Pandas, APIs, ETL/ELT, data modeling
- Finance systems: Stripe, Salesforce, HubSpot, QuickBooks Online
- Cloud technologies: AWS, RDS
- AI technologies: LLM workflows, LangChain, OpenAI API
- Visualization tools: Power BI, Tableau
- Databases and tools: Git, Docker, FastAPI, PostgreSQL, MySQL
Certification
- Stripe Certified Professional (Billing & Payments)
- Salesforce Certified (CRM & Data Integration)
- AWS Certified (Cloud & Data Services)
- Syncari Certified (Data Unification & RevOps Automation)
- Generative AI Foundations - upGrad & Microsoft
Timeline
Senior Data Scientist & AI Automation Engineer
FinStrat Management
01.2025 - 12.2025
Senior Analyst - Data & Process Optimization
Amazon
01.2022 - 12.2024
Technical Analyst
Hewlett-Packard (HP)
08.2021 - 01.2022
B.Tech - Electronics & Communication
Amity University
Master of Science - Data Science & Analytics
IIIT Bangalore