Aishwarya Singh Email & Phone Number

Seattle, Wa, Us

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.• Taught Machine Learning and Deep Learning concepts in offline workshops. • Speaker at DataHack Summit (India's Largest AI & ML Conference in Bangalore).• Provided 1:1 virtual mentorship sessions to beginners in data science.

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.