Aniket Debnath

Associate Consultant

Kolkata, West Bengal, India5 yrs 1 mo experience

Most Likely To Switch

Key Highlights

Expert in developing KRI algorithms for credit products.
Strong background in data engineering and analytics.
Proficient in GCP and data pipeline automation.

Stackforce AI infers this person is a Data Analytics and Engineering professional in the Fintech and SaaS sectors.

Contact

aniket.debnath@aexp.com LinkedIn

Skills

Core Skills

Data AnalyticsRisk ManagementData Engineering

Other Skills

Adobe LightroomAdobe PhotoshopAirflowAirtableAlgorithmsAnalytical SkillsAttention to DetailBigQueryBusiness IntelligenceCC++COSMOSChatGPTConfluenceCredit Risk Management

About

Passionate. Precision-focused. Analytics-savvy. With over 4 years in data analytics and risk management, I specialize in designing and implementing KRI algorithms that enable sharper decision-making for consumer and business credit products. Proficient in Python, PySpark, SQL, Databricks, and GCP, I blend technical expertise with hands-on operational skills to transform models from concept to live deployment, including automated alert systems for seamless monitoring. Currently at American Express, I'm developing scalable risk analytics solutions, building on a solid data engineering background from LTIMindtree. I thrive in roles where data informs product strategy, builds user trust, and generates tangible, large-scale results. Fueled by a passion for tackling intricate challenges in data, risk, and product domains, I'm eager to join teams that prioritize innovation, accountability, and collaborative problem-solving.

Experience

5 yrs 1 mo

Total Experience

1 yr 3 mos

Average Tenure

2 yrs 3 mos

Current Experience

American express

2 roles

Analyst - Data Analytics & Risk Management II

Promoted

Jul 2024 – Present · 1 yr 11 mos · Gurugram, Haryana, India · Hybrid

Empowering Smarter Credit Decisions Through Actionable Data Insights at American Express!
Proficiently Constructing Key Risk Indicator (KRI) Algorithms with Python, PySpark, SQL, Databricks & GCP for Multiple Card Portfolios—Optimizing Consumer and Business Credit Products by Strengthening Risk Strategies and Product Insights from Concept to Automated Deployment.

PythonPySparkSQLDatabricksGCPData Analytics+1

Analyst - II - Ops Excellence

Mar 2024 – Jul 2024 · 4 mos · Gurugram, Haryana, India · Hybrid

Analyst - Risk Management II ( Ops Excellence )
Global Commercial Service ( GCS )

SQLPythonHiveQLDatabricksGCPData Quality+13

Ltimindtree

Data Engineer

Nov 2022 – Mar 2024 · 1 yr 4 mos · Kolkata, West Bengal, India · Hybrid

Architected end-to-end ETL/ELT data pipelines for ingestion, transformation, and migration, optimizing large-scale datasets across regions.
Leveraged GCP tools (BigQuery, GCS Buckets, Cloud Functions, Dataflow, Pub/Sub, DataProc) to streamline workflows and automate processes.
Automated real-time CSV data loads into BigQuery using Python Cloud Functions for efficient processing and analysis.
Performed advanced SQL-driven analysis on massive datasets, optimizing queries and delivering actionable insights.
Developed robust SQL scripts for data quality checks (accuracy, completeness, consistency, validity, timeliness).
Executed data cleansing, migration, and integration projects in Python to ensure reliable, high-quality datasets.
Built staging and ELT models with SQL/DBT for modern data pipelines and clear lineage.
Monitored and troubleshot jobs in BigQuery, DataProc, and Dataflow—ensuring smooth, reliable operations.
Managed JIRA & Confluence for agile workflows, reporting, documentation, and team support.
Collaborated closely with stakeholders to define data models, capture requirements, and rigorously test for quality.