Neha Shankar
@nehashankar
I’m a Data Analyst turning financial and operational data into actionable business insights.
What I'm looking for
I’m a data-focused professional combining business analysis with machine learning to turn complex financial and operational signals into decisions stakeholders can act on. In my current Business Analyst role, I analyse approval rates, lender performance, and revenue fluctuations, then build and automate reporting with SQL, Python, Excel, and Power BI.
I also bring an ML-first mindset from my Data Science Researcher work, where I developed an end-to-end pipeline using predictive modelling, time-series forecasting, and NLP-based interpretation. I compared Linear Regression vs. Random Forest for anxiety prediction (R² 0.98 vs. 0.67), and I translate model outputs for non-technical caregivers using an LLM via Ollama.
Experience
Work history, roles, and key accomplishments
Business Analyst
Net Zero Asset Finance Limited
Mar 2025 - Present (1 year 4 months)
Analyysed financial and operational data to investigate business-critical questions such as declining approval rates, lender performance, and revenue fluctuations. Built automated reports and evaluated workflows to provide actionable recommendations for business decisions and demand trend insights across green asset categories.
Data Science Researcher
Hey Joey Company
Jan 2026 - Jun 2026 (5 months)
Developed an end-to-end machine learning pipeline integrating predictive modelling, time-series forecasting, and NLP-based interpretation for a digital well-being platform. Compared regression and ensemble models for anxiety prediction, implemented temporal features, and applied ARIMA forecasting and KMeans clustering, including LLM-based translation of outputs for caregivers.
SAP Analyst
HPCL
Jan 2024 - Jan 2025 (1 year)
Evaluated financial and operational data from SAP systems to uncover performance trends and improve data accuracy. Automated reporting workflows using Power BI and statistical techniques, optimised SQL queries and database processes, and shared actionable insights with stakeholders to strengthen reliability and performance monitoring.
Education
Degrees, certifications, and relevant coursework
Manipal (Online)
Master of Business Administration (MBA), Business Analytics & Management
2026 -
Currently pursuing an MBA in Business Analytics & Management (online).
University of Aberdeen
Master of Science, Data Science
2025 - 2026
Master of Science in Data Science with coursework in statistical modelling, predictive analysis, machine learning, and data mining.
Acharya Institutes
Bachelor of Technology, Information Science
2019 - 2023
B.Tech in Information Science covering database management systems, data structures & algorithms, computer networks, and web applications.
Availability
Location
Authorized to work in
Website
nehashankar.inJob categories
Skills
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