Aditya Thite

Data Engineer

Mumbai, Maharashtra, India2 yrs 7 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Built enterprise dashboards improving decision-making by 45%.
  • Automated reporting workflows saving over 10 hours/week.
  • Developed scalable data models increasing refresh speed by 70%.
Stackforce AI infers this person is a Data Analytics and BI Engineering expert in the Fintech industry.

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Skills

Core Skills

Data AnalyticsBi Engineering

Other Skills

Amazon Web Services (AWS)Artificial Intelligence (AI)Artificial Neural NetworksAutonomous VehiclesAzure DatabricksBusinessBusiness DevelopmentBusiness StrategyCloud ComputingCloud Data EngineeringComputer VisionConvolutional Neural Networks (CNN)Data EngineeringData ModelingData Science

About

I am a Senior Data Analyst with 4+ years of experience in US Mortgage Analytics, CRE data workflows, BI engineering, and applied Machine Learning. I specialize in building scalable analytics systems, automating reporting pipelines, and developing AI/ML models that solve real business problems. My work spans a wide range of areas—enterprise dashboarding (Tableau/Power BI), SQL-based ETL optimization, predictive modeling, NLP, Retrieval-Augmented Generation (RAG), and cloud data engineering using AWS & Azure. I have delivered strong business impact by improving dashboard performance, accelerating data refresh cycles, and building automation workflows that save hours of manual effort every week. I’ve also worked on Generative AI and NLP projects, including multi-agent RAG systems, domain-specific text summarization, and ML workflows for healthcare and finance datasets. What drives me is the opportunity to use data and AI to improve decision-making, bring clarity to complex systems, and build solutions that scale. Specialties: Data Analytics • BI Engineering • Machine Learning • NLP • Generative AI • RAG • Cloud Data Pipelines • SQL • Python • Tableau • Mortgage & CRE Analytics • Predictive Modeling • Dashboard Automation

Experience

Situsamc

2 roles

Senior Analyst - Data Engineering and Analytics

Promoted

May 2025Present · 10 mos · Mumbai, Maharashtra, India · On-site

  • Built enterprise Tableau dashboards used by 250+ stakeholders, improving insight delivery and decision-making efficiency by 45%.
  • Engineered optimized SQL ETL pipelines, reducing dashboard load times by 38 seconds and improving overall system performance.
  • Developed scalable data models for loan risk attribution and mortgage performance analytics, increasing refresh speed by 70%.
  • Led UAT for 15+ dashboards, delivering 99% accuracy in end-to-end validation.
  • Automated reporting workflows using Python + SQL, reducing manual effort by 35% and saving over 10 hours/week.
  • Drove cross-functional collaboration with underwriting and BI teams, improving requirement clarity and reducing rework by 20%.
  • Partnered with FP&A leadership to translate business needs into scalable analytical and reporting solutions.
TableauSQLPythonData ModelingCloud Data EngineeringData Analytics+1

Data Analyst

Nov 2020Aug 2022 · 1 yr 9 mos · Mumbai, Maharashtra, India

Education

Indian Institute of Technology Jodhpur

Master of Technology - MTech Full Time — Artificial Intelligence

Aug 2022Dec 2024

Veermata Jijabai Technological Institute (VJTI)

Bachelor of Technology - BTech

Jan 2016Jan 2020

IITIAN'S PACE AND MEDICAL COLLEGE

Jan 2014Jan 2016

St. Xavier's School

Jan 2003Jan 2014

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