Nehal Dixit
Data Scientist @ Axtria | Supervised & Unsupervised ML | GenAI Solutions | MSc Statistics | From Complex Data to Strategic Impact
- Role
- Data Scientist at Axtria - Ingenious Insights
- Location
- Ghaziabad, UP, IN
- LinkedIn followers
- 500 followers
About Nehal Dixit
Data Scientist with 2+ years of experience designing, training, and deploying advanced…
Experience
Data Scientist
Aug 2023 — Present
Driving measurable business impact through the full lifecycle of machine learning solutions—spanning supervised (e.g, classification, regression, uplift modeling) and unsupervised (e.g, clustering, dimensionality reduction) techniques—in marketing analytics, campaign effectiveness measurement, and customer targeting. Expert in leveraging Python, SQL, PySpark, and Generative AI frameworks to design scalable, production-ready, data-driven strategies.Engineered attribution and uplift models with XGBoost; applied SHAP for model interpretability, increasing targeted customer engagement by 12%.Developed and deployed robust Test–Control frameworks using causal inference techniques, including propensity score matching and statistical power analysis, to measure campaign impact accurately.Designed and implemented Monte Carlo simulation models for optimized customer call planning, boosting campaign ROI by 20%.Automated large-scale analytics workflows with MS SQL Server and Python, cutting turnaround time by approximately 60%.Integrated Azure OpenAI’s LLM into analytics pipelines to produce contextual insights and enhance GenAI-powered decision-making.Partnered with cross-functional stakeholders to align ML model outputs with strategic marketing and commercial goals.
Education
Hindu College, University of Delhi
Masters in Statistics , Statistics
Greenway Modern School
Class 12
2017 — 2018
Indian Institute of Technology, Madras
Bachelors in Data Science and Programming
2021 — 2024
Greenway Modern School
Class 10
2015 — 2016
Department of Statistics, University of Delhi
Masters in Statistics, Statistics
Mata Sundri College For Women
Bachelors in Statistics
2018 — 2021
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