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Saumya Srivastava

@saumyasrivastava1

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I build machine learning and NLP solutions for energy, forecasting, and data-driven decisions.

United Kingdom

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What I'm looking for

I'm looking to apply machine learning, NLP, and data analytics to innovative, sustainable solutions that create meaningful environmental and societal impact.

I've developed energy-demand forecasting models at Arenova GmbH, analysing residential consumption patterns and comparing ARIMA, LSTM, and Prophet models to support energy-efficiency decisions.

I translate complex data into actionable insights through Python and Power BI, helping stakeholders identify opportunities to reduce energy use, costs, and associated CO₂ emissions. Previously at FactSet, I investigated financial data, portfolio, and analytics issues, resolving anomalies and delivery errors to improve data accuracy and client workflows.

I'm pursuing a Master's in Natural Language Processing at the University of Trier and build practical NLP and generative AI projects, including a BERT-based resume matcher and an LLM-powered personal assistant chatbot.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

Arenova GmBh

Apr 2024 - Oct 2024 (6 months)

Analysed residential energy-consumption data to identify usage patterns and anomalies. Developed and compared ARIMA, LSTM, and Prophet forecasting models in Python, and visualised insights using Power BI.

Python Time Series Analysis ARIMA Prophet Power BI Feature Engineering Data Analysis