Summary
Overview
Work History
Education
Skills
Certification
Timeline
Projects
Generic
Aditya Singh

Aditya Singh

Data Analyst
New Delhi

Summary

Self learner and results-oriented Data Analyst with over 11 years of experience in financial services. Skilled in leveraging data analytics (Python, Spark) and cloud platforms (Azure) to solve complex business problems. Experience in setting up Azure data pipelines.

Overview

12
12
years of professional experience
6
6
years of post-secondary education
5
5
Certificates

Work History

Data Analyst

Standard Chartered Global Business Services
11.2022 - Current

In addition to BAU responsibilities of maintaining, identifying and fixing logic defects in ETL for transaction monitoring and maintaining Tableau dashboards, I'm also engaged in the following

projects:

Crypto Currency Transaction Monitoring:

  • Driving pilot project related to monitoring of cryptocurrency transactions across SCB markets.
  • Collaborating with multiple stakeholders for requirement gathering, clarifying scope of project and finalizing deliverables.
  • Data mapping and integration of external vendor sourced lists to internal systems.

FM-AML:

  • Project involves using ML model based algorithms to generate cases for suspicious transactions instead of static rule based alerts.
  • Implemented data quality checks, established lineage of data attributes from source to target systems, verified completeness count and recon reports.
  • Liaising with Data Science and Data Engineering teams to ensure accurate usage of data attributes and setting up DQ checks.

Treasury Specialist

Standard Chartered Bank
11.2018 - 11.2022

2020-2022:

Working on data related projects such as migration of existing pricing system to new platform, building data pipelines and data models for forecasting expected revenues and depletion by end of month.

2018-2020:

Working as a treasury expert, advising external and internal stakeholders on foreign exchange risk management strategies with

a focus on hedging outstanding exposures

Trade Sales Manager

HDFC Bank Ltd.
12.2014 - 11.2018
  • Developed and executed strategies to increase revenue by selling Trade Finance services, such as LC's, Bank Guarantees, Buyer's Credit to portfolio customers.

Treasury Relationship Manager

Axis Bank Ltd.
06.2012 - 12.2014

As a Relationship Manager for the Treasury, I gained valuable insight and knowledge on the intricacies of foreign exchange and trade concepts coupled with a working knowledge of extant RBI rules and regulations and FEMA guidelines.

Education

Certification - Advanced Program in Fintech & Financial Blockchain

Indian Institute of Management (IIM), Kolkata
Kolkata
11.2021 - 04.2022

MBA - Finance

Institute of Management Technology
Ghaziabad
03.2010 - 03.2012

Bachelor of Engineering - Electrical, Electronics Engineering Technologies

Manipal Institute of Technology
Manipal, Karnataka
05.2005 - 05.2009

Skills

SQL

Certification

Certified International Trade Finance Specialist (CITFS) from London Institute of Banking & Finance

Timeline

IBM Data Science Professional Certificate

07-2023

PCEP Certified Entry-Level Python Programmer

05-2023

Neo4j Certified Professional

04-2023

Data Analyst

Standard Chartered Global Business Services
11.2022 - Current

Certified ScrumMaster (CSM) Scrum Alliance

11-2022

Certification - Advanced Program in Fintech & Financial Blockchain

Indian Institute of Management (IIM), Kolkata
11.2021 - 04.2022

Certified International Trade Finance Specialist (CITFS) from London Institute of Banking & Finance

12-2020

Treasury Specialist

Standard Chartered Bank
11.2018 - 11.2022

Trade Sales Manager

HDFC Bank Ltd.
12.2014 - 11.2018

Treasury Relationship Manager

Axis Bank Ltd.
06.2012 - 12.2014

MBA - Finance

Institute of Management Technology
03.2010 - 03.2012

Bachelor of Engineering - Electrical, Electronics Engineering Technologies

Manipal Institute of Technology
05.2005 - 05.2009

Projects

Formula 1 Race Data - Pipeline Setup

  • Implemented automated file ingestion and transformation processes across multiple file types utilizing Spark
  • Implemented full and incremental data loads using Azure Delta Lake
  • Implemented pipelines within Azure Data Factory, incorporating scheduled triggers and dependencies for seamless workflow operations

Bank Marketing Data Classification

  • Exploring ML classification algos to classify clients
  • Tested different algorithms including Logistic Regression, Decision Trees, KNN among others
  • Used hyper-parameter tuning to arrive at optimal output from each model
  • Implemented model selection through ROC and AUC

House Prices - Advanced Regression Techniques

  • Performed EDA and feature engineering on house pricing data.
  • Implemented various regression models such as linear, lasso, ridge etc. to discover trends.
Aditya SinghData Analyst