Ashita Patel

Applied ML and deep learning techniques, NLP, computer vision, reinforcement learning, and neural networks, to tackle diverse business challenges such as email categorization, asset state prediction, and operational monitoring and assessed their performance using relevant metrics and techniques, ensuring streamlined processes. Collaborated with cross-functional teams to effectively present findings, insights, and recommendations, while driving Proof of Concepts (PoCs) for diverse use cases. Utilized innovative technologies such as Generative AI and ChatGPT to explore new solutions and enhance project outcomes. Conducted multiple proof of concepts utilizing Google Cloud Platform (GCP) resources, MLFlow, and various APIs for route optimization and image processing. Additionally, developed and deployed a chatbot using Google DialogFlow for access management modules, improving efficiency and user experience. Developed and shared Run Monitoring Reports using IFRS9 data to ensure compliance with SOX regulations, contributing to the smooth functioning of financial processes. Presented essential performance metrics and highlighted priority risk factors through dashboards featuring user-friendly visualizations like charts and graphs, facilitating informed decision-making by stakeholders. Conducted exploratory data analysis to uncover data patterns, trends, and critical KPIs and risk factors, driving actionable insights for business optimization. Led a team in exploring innovative ideas for our product, collaborating with teams focused on soil, satellite, and farm data. Also trained junior team members in chatbot development, resulting in the successful deployment of an image catalogue-based bot. Designed and developed an Automation Tool for Manual Penetration Testing, significantly reducing testing time by 97% and increasing vulnerability detection rates by 35%.

Created visually impactful dashboards in Tableau for data reporting. Created predictive models as a part of PoC for our client, for the foreclosure and prepayment of loans.