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Astha Bukharia

@asthabukharia

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Data Analyst at 1E9 Advisors (BatteryOS), where I cut price-forecast RMSE by 68% and built a 25-year forecasting model.

India

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What I'm looking for

I’m keen to apply my forecasting and market-analysis skills to commodity demand research.

At 1E9 Advisors (BatteryOS), I built and maintain a 25-year price forecasting model used in client proposals. I reduced forecast RMSE by 68% versus a linear-regression baseline across four market segments, monitored forecasts against actuals, and investigated deviations to inform client recommendations.

I also built a volume-weighted solar PPA pricing methodology and a Python pipeline that eliminated 18 hours a week of manual effort. My M.Sc. in Financial Economics informs my work across energy markets, forecasting, and data quality; I’m keen to apply these skills to commodity demand research.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst / Energy Analyst

Current

1E9 Advisors

May 2024 - Present (2 years 5 months)

Built and maintained a 25-year price forecasting model used in client proposals, reducing forecast RMSE by 68% vs. a linear-regression baseline. Designed QA validation for US power market-rule implementation and integrated LLM-assisted workflows to reduce repetitive task time by 20-30%.