Ansal Caitan D'souza
AWS Certified Solutions Architect (SAA-C03) | Cloud Governance, FinOps & Migration Certified | Ex-BFSI Credit Risk & MIS Analytics | Immediate Joiner — Entry-Level Cloud Roles, Mumbai
Based in Mumbai
About
I am an AWS Certified Solutions Architect – Associate with over 4 years of experience in data analytics, credit risk, and MIS reporting across BFSI and FMCG industries. My career began in data analytics, where I built dashboards, automated reporting systems, and developed predictive models. Over time, I developed a strong interest in cloud computing and successfully transitioned by gaining hands-on experience with AWS services including EC2, S3, IAM, RDS, VPC, and CloudWatch. I specialize in designing secure, scalable, and cost-efficient cloud architectures aligned with AWS Well-Architected best practices. My combined expertise in analytics and cloud enables me to build data-driven cloud solutions that deliver business value. Currently, I am seeking entry-level cloud roles
Skills
Projects
Experience
March 2021 to February 2022
Associate Financial Research Analyst at DUN & BRADSTREET INDIA, Powai, Mumbai
• Conducted financial statement analysis of domestic and global companies for credit risk evaluation. • Prepared detailed credit assessment reports and business summaries for institutional clients. • Extracted, validated, and standardized financial data from regulatory filings and financial statements. • Improved financial model accuracy by refining reconciliation procedures and strengthening data quality controls.
April 2022 to August 2025
Assistant Manager – Data Analytics at AEON CREDIT SERVICE INDIA PVT. LTD., Kurla, Mumbai
• Lead end-to-end MIS reporting lifecycle for sales, inventory, production, and logistics dashboards. • Designed dynamic Tableau dashboards for portfolio performance, improving collection efficiency by 30%. • Automated MIS and performance monitoring reports using SQL, Excel macros, and Python. • Partnered with business heads to build custom analytics solutions for risk analysis, portfolio trends, and loan performance. • Conducted audits and reconciliations to ensure data accuracy and reporting integrity across systems. • Provided first-level support for BI tools and dashboards, resolving refresh issues and enabling seamless reporting. • Mentored analysts and supported the transition from manual reporting to automated BI platforms.
Aug 2025 – Dec 2025
Assistant Manager – MIS and Technical Support at KAMATHS OURTIMES ICECREAMS PVT. LTD. Kandivali, Mumbai
• Lead end-to-end MIS reporting lifecycle for sales, delivery, inventory, production, and logistics dashboards. • Designed interactive dashboards using Power BI, SQL and Excel to analyze productivity, supply chain efficiency, and cost metrics. • Delivered data-based insights for the Supply Chain team to help reduce wastage and optimize transportation routes for spillage prevention. • Collaborated with cross-functional teams to identify data inconsistencies and implement master data validation checks. • Supported ERP, supply chain, POS, and internal application integrations by resolving reporting issues, improving data accuracy, and reducing system downtime. • Contributed to the implementation of a new POS solution by gathering requirements, preparing functional checklists, coordinating wit
2025 - 2026
Deputy Manager – Credit Risk Analysis (Wholesale Portfolio)
• Performed rating migration analysis and PD estimation to support ECL accuracy and credit risk monitoring • Resolved RAM queries for exposure > ₹5 Cr; maintained borrower database (~5lakh). • Enhanced credit risk models by integrating conduct risk factors • Supported CRMC/RMC reporting and ensured regulatory compliance. • Delivered internal rating reports, GIFT City balances and BLS reports with accuracy. • Submitted CRILC, EDR(IFSCA) and RBI reports in line with regulatory timelines
2026 - 2026
Cloud Certification Sabbatical (Career Break)
• Earned AWS Certified Solutions Architect - Associate (SAA-C03) and AWS Certified Cloud Practitioner (CLF-C02), building hands-on expertise in cloud architecture, security, and networking. • Architected hands-on cloud labs across EC2, IAM, S3, VPC, RDS, and CloudWatch, simulating real-world provisioning, access control, and monitoring scenarios. • Designed a 3-tier architecture and high-availability deployment model on AWS, applying fault tolerance and auto-scaling best practices. • Strengthened expertise in cloud security, VPC networking, CloudWatch monitoring, and cost optimization aligned with the AWS Well-Architected Framework.
Education
2026
AWS Certified-Shift-Left Tag Compliance using AWS Organisations and Terraform
Terraform
2026
Designing Event-Driven Architectures
The Designing Event-Driven Architectures course focuses on building scalable, decoupled microservices. Teaches asynchronous workflows and patterns Uses tools like Amazon SQS, EventBridge, and Lambda. Explores state decoupling and data transformation. Would you like to explore AWS-specific serverless options or general messaging patterns like Kafka.
Migration Evaluator – Gather Insights to Deliver a Migration Business Case
Cloud and Data Migration
2026
Optimising your FinOps Strategy with AWS
Financial Opperations
2026
AWS Certified Solutions Architect – Associate (SAA-C03)
Expertise in: Defining Solutions: Gathering requirements and designing architectural best practices tailored to specific customer needs. Well-Architected Framework: Designing architectures according to the six core pillars: operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability. Implementation Guidance: Providing ongoing technical guidance throughout the software or system project lifecycle.
2026
AWS Certified Cloud Practitioner
Cloud Practitioner
2025
Microsoft(Power BI Data Analyst Associate (PL-300))
2022-2025
SCALER(Data Science and Machine Learning Course )
Pursuing Data Science and Machine Learning Course using Python, SQL, Tableau, AI Modelling, Machine learning Algorithms & Models (Supervised and Un-Supervised learning), Prompt Engineering, Neural Networks and Deep Learning.(Course End date: 29th August 2025)
2025-2025
EDUREKA(Tableau & Power BI Hands-on Practical certification course)
Pursuing Tableau Hands-on Practical certification course in Dashboard building, Data manipulation and transformation, Creating interactive dashboards, Data visualization and reporting techniques AND Industrial standard Power BI Beginners to advanced course for Applied Business Intelligence in Decision making.(Course End Date : 28th February 2025)
2019-2021
MBA-Finance
St Xavier’s Institute Of Management and Research, Mumbai CGPA : 6.40 Course Titles: Financial Management Business Statistics Operation Management Marketing Management Business & Operation Research Cost and Management Accounting
2017-2019
M Com - Finance
K. J Somaiya College of Arts & Commerce, Mumbai CGPA : 6.75 Course Title : Strategic Management Cost and Management Accounting Corporate Finance E-Commerce Financial Management
2014-2017
B Com (Accounts & Finance)
K. J Somaiya College of Arts & Commerce, Mumbai CGPA : 5.94 Course Title: Mathematical and Statistical Techniques Accountancy & Financial Management Business Economics Business Law Management Accounting Financial Accounting & Auditing
2012-2014
HSC-Commerce
K. J Somaiya Junior College of Arts & Commerce, Mumbai CGPA : 7.17 Course Title : Mathematics and Statics Bookkeeping and Accountancy Japanese Language
2001-2012
SSC
Dominic Savio Vidyalaya, Mumbai
2019-2019
APTECH(Smart MIS certificate course)
Completed Smart MIS certificate course which includes MS Office, Advanced Excel, RDBMS & Data Management (SQL) and Computerized Accounting (Tally ERP 9.0).
2021-2021
THINKING BRIDGE(GST Certificate Practical Course)
Completed GST Certificate Practical Course covering all Practical concepts of GST(Including Registration, Returns, ITC reconciliations, Refund filings and E-invoicing) and relevant case laws.
2022-2022
NiSM-Series-VII: Equity Derivatives Certification Examination
Completed NiSM-Series-VII: Equity Derivatives Certification Examination, as required under SEBI.
2016-2016
N5 level Japanese Language Proficiency Test (JLPT)
Japanese Educational Exchanges and Services
2025-2025
GREAT LEARNING(Introduction to Basic Power BI and Dashboard)
Understanding basics of Power BI and Basic DAX Querying and Dashboards building techniques.
2025-2025
GREAT LEARNING(Introduction to PySpark(Python) )
Using PySpark Module for Data Analytics.
2025
Edureka(Tableau Desktop Certified Associate)
Tableau
2025
Great Learning(Data Visualization with Power BI & DAX)
2024
Scaler Academy(SQL Skill Mastery)