Jahanvi Patel
Data Scientist | NLP, Generative AI, Deep Learning (LSTMs, Transformers) | AWS, Spark, SQL, Tableau
- Role
- Data Scientist at J.P. Morgan
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Jahanvi Patel
Proven expertise in Python, Spark, TensorFlow, Scikit-learn, and cloud platforms such as…
Experience
Data Scientist
Oct 2023 — Present · NY, US
Designed and deployed scalable, real-time data pipelines using AWS services (S3, Glue, EMR, and Kinesis) to process market risk data, improving data processing efficiency by 50% and enabling instant analytics for risk monitoring dashboards.• Applied cutting-edge deep learning architectures, including LSTMs and Transformer networks, within the firm’s proprietary asset price prediction engine, achieving a 35% improvement in forecasting accuracy. • Optimized data processing pipelines using Spark and Spark Streaming, applying Spark MLlib for machine learning model training, which improved real-time data analysis performance by 40% in dynamic environments.• Pioneered the development and deployment of Natural Language Processing (NLP) models using Python, NLTK, and spaCy to extract actionable insights from unstructured regulatory filings and financial news.• Orchestrated containerized data workflows with Kubernetes and automated ETL pipelines, integrating CI/CD processes, monitoring tools, security protocols, performance tuning, and logging mechanisms, ensuring seamless data integration and reducing deployment times.• Created interactive real-time dashboards in Tableau, transforming complex datasets from credit risk models into accessible visual insights, which empowered risk, compliance, and trading teams to make timelier, data-driven decisions.• Integrated Generative AI techniques for synthetic data generation and automated document processing, enhancing predictive analytics pipelines and reducing manual workload in financial document review by over 40%.
Education
The University of Texas at Dallas
Master of Science - MS, Information Technology and Management
2022 — 2024
Ganpat University
Bachelor's degree
2017 — 2021
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