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Saurabh Goyal

Angestellt, Product - Big Data & Advance Analytics, Commerzbank AG
Frankfurt am Main, Deutschland

Fähigkeiten und Kenntnisse

Python
Product
Management
Consulting
Technology
Software Development
Analytics
Data Science
ETL
Big Data
Business administration
Computer Science
Data processing
Cloud Computing
Apache Kafka
HDFS
Apache Hive
Customer segmentation
Market penetration
Marketing
Research and Development
Platform
Data Warehouse
English Language

Werdegang

Berufserfahrung von Saurabh Goyal

  • Bis heute 5 Jahre und 1 Monat, seit Apr. 2020

    Product - Big Data & Advance Analytics

    Commerzbank AG

    - Led the development of AI-powered pricing products, generating €2M+ revenue - Built cloud-native data pipelines (Google Cloud, BigTable, PySpark) to automate data processing. - Designed Ethereum-based Smart Contracts for Trade Finance automation, streamlining cross-border payments. - Pioneered IoT-driven products enabling usage-based payments for industrial clients. - Engaged executives & cross-functional teams, driving global digital transformation.

  • 3 Jahre und 11 Monate, Mai 2016 - März 2020

    Senior Consultant

    Deloitte

    - Developed AI-based fraud detection models, saving €15M+ for global banking clients. - Automated financial crime investigations using Big Data, Machine Learning & ElasticSearch, cutting review time by 60%. - Consulted on digital transformation strategies, leading to 15%+ market penetration for an FMCG giant. -. Represented Deloitte at client sites across Europe & the USA, driving multimillion-dollar advisory engagements.

  • 3 Jahre, Sep. 2013 - Aug. 2016

    Analyst

    CGI

    - Reduced online credit card fraud (HSBC) from 3.6% to 2.3% using AI & predictive modeling. - Developed AI-driven risk models (Munich Re) to forecast claims & optimize reinsurance policies. - Built Hadoop-based Big Data solutions for processing vast datasets, and enhancing actuarial analysis. - Won Best Performer & Innovation Awards for outstanding AI & digital risk management contributions.

  • 3 Monate, Dez. 2015 - Feb. 2016

    Data Analyst

    German Based Largest Shipping Company (CGI's Client)

    Enhancing the shipping balance and provide with better shipping time estimation Roles and Responsibilities: • Analysis of Data, Discussed insights with Business. • Linear Regression Model to predict better shipping time. • Applied Poisson Distribution for better accuracy. Tools Used : R, Excel, Linear Regression Algorithm, Statistics

  • 7 Monate, Mai 2015 - Nov. 2015

    Data Analyst

    British Multinational Bank & Financial Services (CGI's Client)

    Roles and Responsibilities: • Analysis of Data, Understand Fraud Patterns in past. • Implemented Random Forest for credit card Fraud Detection. • Implemented Logistic Regression, multiple Iterations. • Stacking of RF & LR models for better accuracy. • Post Implementation , fraud rate came down from 3.6 % to 2.3%. Tools Used : SAS, R, Random Forest Algorithm, Logistic Regression Algo

  • 5 Monate, Dez. 2014 - Apr. 2015

    Big Data Specialist

    Munich Re, Munich (CGI's Client)

    Data in the form of .csv file was made available & copied to HDFS. Travelled to Munich to work with the Senior Actuaries at Munich Re. Roles and Responsibilities: • Data processing methods using PIG and then some Data queries using Hive. • Queries to perform basic exploratory analysis on the data available. • End objective was to study external factors which influenced the valuation and then did Risk Analysis. • Reports & Dashboard area generated using Tableau.

  • 9 Monate, Apr. 2014 - Dez. 2014

    Data Analyst

    Munich Re, Munich (CGI's Client)

    The Project Forecast Claims and Premiums Munich Re can expect from their clients. Travelled to Germany to understand Business and work closely with the Client Munich Re. Roles and Responsibilities: • Data Preparation. • Linear & Logistic Regression Model Designed using SAS. • Validated the Models.

  • 4 Monate, Dez. 2013 - März 2014

    Analyst

    Munich Re, Munich (CGI's Client)

    Administration Tool to connect Munich Re and its Clients including the Agreement and Terms of use. Worked from Germany for the ease of understanding Business. Roles and Responsibilities: • Worked at Client location in Munich handling the Migration Test, Database Test. • Did User Acceptance Testing & Coordinating other teams. • Automation using Ranorex for Quality Assurance.

Ausbildung von Saurabh Goyal

  • 1 Jahr und 6 Monate, Sep. 2023 - Feb. 2025

    Business Administration

    IE Business School

    Product Management & Digital Transformation

  • 1 Jahr und 4 Monate, Dez. 2021 - März 2023

    Master of Data Science

    Liverpool John Moores University

  • 4 Jahre und 1 Monat, Juni 2009 - Juni 2013

    Computer Science

    BK Birla Institute of Engineering & Technology, Pilani

    - Engineering Mathematics - Computer Programming - Data Structure & Algorithms - Database Management System - Design & Analysis of Algorithms - Data Mining & Warehouse - Distributed System - Unix Network Programming

Sprachen

  • Englisch

    Muttersprache

  • Deutsch

    Gut

  • Hindi

    Muttersprache

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