Open to opportunities

Aditya Kumar Singh

@adityakumarsingh4

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I’m a Data Analyst specializing in time-series forecasting, risk modeling, and predictive pipelines.

India

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What I'm looking for

I’m looking to build forecasting and risk models for global portfolios—working with teams that value rigorous econometrics, reliable diagnostics, and clear, client-ready visualization.

I’m a Data Analyst at S&P Global where I work on cross-border data pipelines and advanced time-series modeling to turn high-frequency financial and economic data into predictive insights for client portfolios. I combine quantitative finance and financial economics training with practical pipeline building, econometric diagnostic checks, and data visualization that helps clients evaluate trends and risks with confidence.

Earlier, as a Risk Analyst Intern at Bajaj Finserv, I developed and validated a VECM to study macroeconomic determinants of non-performing assets, then ensured reliability through strong in-sample forecasting and robust diagnostics. I bring a research-driven mindset from my MA Financial Economics work—benchmarking deep learning against GARCH frameworks for volatility forecasting and using econometric methods like VECM to test exchange-rate drivers—always aiming for models that are both mathematically sound and actionable in real-world decision-making.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst

Current

S&P Global

Jun 2026 - Present (1 month)

Led cross-border collection and structural aggregation of high-frequency financial and economic datasets for corporate clients across multiple Asian markets. Applied time-series modeling and econometric techniques to assess trends, evaluate risks, and deliver predictive insights for client portfolios.

Time Series Analytics Econometrics Market Risk Predictive Analytics Portfolio Analytics Data Visualization

Risk Analyst Intern

Bajaj Finserv

May 2025 - Jul 2025 (2 months)

Built and validated a VECM to analyze macroeconomic determinants of non-performing assets (NPAs) in Bajaj Finance’s Maharashtra business loan portfolio. Performed diagnostic checks and forecasting to support actionable credit risk management insights.

Macroeconomic Factors Non Performing Asset Modeling Credit Risk Assessment Time Series Analysis Forecasting

Intern

Tata Motors

Jun 2022 - Jul 2022 (1 month)

Analyzed Wholesale Price Index (WPI) calculation methodologies to assess its inflationary impact on core operating metrics. Evaluated internal tracking frameworks to monitor WPI fluctuations and mitigate supply chain price risks.

Wholesale Price Index (WPI) Analysis Price Index Methodology Analysis

Intern

Pratham

Jan 2022 - Mar 2022 (2 months)

Delivered a remote online training program teaching HTML and CSS to individuals in rural communities over three months. Supported digital literacy and helped participants build foundational web development skills.

HTML CSS Online Training