Vernika Gupta
Generative AI & ML Consultant | Deep Learning | Time Series | AWS & Azure
- Role
- Analytics Consultant at Deloitte
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Vernika Gupta
I build ML and AI systems that move the needle for enterprise clients. At…
Experience
Analytics Consultant
Nov 2021 — Present · IN
Lead data scientist on enterprise AI/ML projects for clients in banking, insurance, and technology, delivering end-to-end solutions from data exploration to production deployment.• Built and deployed Generative AI applications using RAG pipelines, LangChain, and LLMs, enabling intelligent document processing and automated knowledge retrieval for enterprise clients.• Developed time series forecasting models (ARIMA, Prophet, LSTM) that improved demand prediction accuracy, directly supporting business planning and resource optimization.• Designed and implemented predictive analytics solutions using Python, PySpark, and Scikit-learn on large-scale datasets, driving data-informed decision-making across client organizations.• Deployed ML models on AWS (SageMaker, EC2, S3) and Azure, building scalable APIs with Flask for real-time inference in production environments.• Performed statistical analysis, A/B testing, and feature engineering to optimize model performance and extract actionable insights from complex datasets.
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