Aishwarya Singh Email & Phone Number

Seattle, WA, US

Phoenix, Arizona, United States

Working with the GenAI search team at American Express.

United States

• Working with 10+ Associates from Walmart and Amazon on Python and SQL projects.

• Narratize is a generative AI co-author that enables users to generate complex scientific and technical reports, pitches, and case studies.
• Analysed user inputs for website prompts; Identified questions with 15% or less user engagement.
• Implemented RAG pipeline using OpenAI, Langchain, and Streamlit resulting in more detailed outputs.
• Used vector database (weaviate, pinecone) to implement similarity search algorithm.
• Worked on chaining LLMs and prompt engineering to incorporate personalized tone and style on Generative AI outputs.

Seattle, Washington, United States

• CognitiveEdge AI was a startup in the Oil and Gas industry with the goal to use data analysis for predicting hardware and equipment failures.
• Analysed 50+ features to identify the failure patterns and predict the risk of equipment failure.
• Performed data filtering, created sequential train-test sets to train & evaluate ML and time series models.
• Developed Sequential models including DeepAR, and VAR to forecast the ESP (Electrical submersible pumps) patterns.
• Collaborated with a team of three engineers in a startup to create and launch the inaugural MVP.

Seattle, Washington, United States

• Leveraged data generated by anomaly detectors to uncover valuable insights.
• Utilized SQL and Amazon Sagemaker to extract detector runtime data from the database.
• Performed data analysis and visualization to identify existing issues and propose effective solutions.
• Effectively communicated key insights to the team through impactful data visualizations.

India

• Collaborated with cross-functional teams for successful end-to-end product launches.
• Enhanced customer satisfaction through product recommendations and user segmentation models.
• A/B tests for website, leveraging Google Analytics to drive data-driven decisions and revenue growth.
• Analyzed web interaction data from 300K users to optimize digital marketing strategies.
• Mentored a team of interns to help them organize and complete projects under tight deadlines.
• Instructor for 5+ courses including Applied Machine Learning and Fundamentals of Deep Learning.

India

• Gained in-depth understanding of ML algorithms.
• Built several projects implementing machine learning algorithms from scratch.
• Collaborated with Data Scientist in the team to create online courses and projects.
• Published the projects and technical concepts here https://www.analyticsvidhya.com/blog/author/aishwaryasingh/

India

• Contributed 50+ news articles on the website covering the recent developments in the Analytics, Artificial Intelligence and Data Science world.
• Conducted weekly doubt-clearing sessions and graded assignments.
• Provided feedback on assignments, resumes and projects
• Published 20+ technical blogs on Machine Learning, Deep Learning and Time Series.

Published 50+ articles and reached over 80k views so far (Jan 2023).

• Worked close with the analytics team and logged daily inventory for manufactured and defected items in MS excel sheet using V-lookup.
• Observed the assembly line for manufacturing of components for the feed pump
• Provided suggestions on possible improvements for efficiency of the assembly line

Master'S Degree, Data Science, 3.94/4

* Completed 45-credits with a 3.94 GPA (Sep 2021 - Mar 2023) * Relevant Course: Probability and Statistics • Data Visualization •.

Bachelor Of Technology - Btech, Electrical, Electronics And Communications Engineering, 3.58/4

• Co-author of paper on "Anticipatory Postural Adjustments for Balance Control of Ball and Beam System", published in leading.