Deepanshu Jha

Experience

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  Hamoye.com

  Jan 2022 - Apr 2022

  Data Science Intern

  ▪ Conducted in-depth research and experimentation in deep learning, exploring novel techniques in generative models (e.g., GANs, VAEs) to generate diverse visual content.▪ Utilized computer vision techniques for object detection, segmentation, and tracking to build accuratemodels for various applications.▪ Collaborated closely with cross-functional teams, including data scientists and software engineers, tounderstand business requirements and design effective AI solutions.▪ Preprocessed and analyzed large-scale datasets, ensuring data quality and applying data augmentationstrategies.▪ Optimized machine learning models for improved performance and scalability through techniques likemodel compression and pruning. Show less

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  YBI Foundation

  Feb 2022 - Apr 2022

  Machine Learning Intern

  Learned about the basics of Python and ML, accompanied by project development, working on real-time datasets. Worked with real life data to predict the the breast cancer outcome using SVM Classifier.

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  Red Hat

  Nov 2022 - May 2023

  SRE Apprentice

  ▪ Collaborated with a team of engineers to deliver efficient on-call support and incident response as part of the SRE on-call rotation and working on openshift.▪ Experience in developing Continuous Integration & Continuous Delivery (CI/CD) Pipeline.▪ Designed and developed a Golang-based image compression tool, utilizing Ginkgo for testing, enabling users to compress images with customizable ratios, both from local storage and remote URLs.▪ Enhanced Pagerduty-short-circuiter, optimizing UI, integrating service logs, and implementing inbuilt SOP to accelerate troubleshooting workflows.▪ Successfully integrated tmux into Pagerduty-short-circuiter, providing a seamless tab-switching experience for SREs during incident resolution. Conducted proof-of-concepts (POCs) on various tools and technologies, evaluating their efficacy, and selecting the best-suited solutions. Show less

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  Polestar Solutions & Services

  Nov 2023 - now

  Data Scientist

  ▪ Worked in a team which developed two NLP-powered bots leveraging Langchain, Microsoft BotFramework and OpenAI: one translates SQL schema and data into queries, while the other facilitates interactive querying of PDF documents, integrated with Microsoft Teams for seamless accessibility.▪ Developed a Fast API for efficient data import and export in Anaplan, resulting in a 40% increase in process speed. Leveraged OpenAI to process datasets and query files from Anaplan.▪ Developed end to end LLM Based tool for automating legal document analysis, verification and validation using LLM Based embedding , KNN Algorithm based on cosine similarity and FASTAPI▪ Spearheaded the integration of ARIMAX and SARIMA models in sales forecasting, leading to improvement in demand prediction accuracy.▪ Developed a classification model for bank transaction categorization using the random forest algorithm with a classification accuracy of 96% on a dataset.▪ Worked on Profit Pulse Project to Perform Cross selling and Upselling to optimize product/service placement and increasing revenue opportunities.▪ Built Entire Backend for Portal for Bot which allows user to configure LLM Model, DB connection for chatbot through Website Show less