Samrudhi Rao

1. Full Stack: Redeveloped an internal website using Python, Flask, ReactJS, Javascript, HTML, CSS. Used Figma to design web pages, Docker to store and RESTful API. 2. Trained large language models (LLMs) to perform search-based contextual query resolution, enhancing the accuracy and relevance of results. 3. Created necessary Github actions for automating the process of a test cycle. 4. Handling Test Cases: Stabilized all the test suites to make it efficient using Jenkins.

Machine Learning: Developed robust search engine using BERT, MongoDB, Elastic Search, SQL, No-SQL, TensorFlow, PyTorch, Indexes for contextual search. Worked on Jupiter Notebook also using docker. Automation: Leveraged Github Actions, Batch scripts for CI/CD workflows. Conducted Suite Integration Testing with Jenkins for software reliability. Cloud: Solid foundation in Azure for seamless deployments. Demonstrated leadership, managed project timelines. Created Agile Board for efficient collaboration.

1. Focused on AWS cloud projects, managing EC2 instances, S3 volumes, AWS CLI and cloud resources and gained hands-on experience in cloud infrastructure provisioning and management. 2. Contributed insights to cloud architecture discussions and created a Python library for automation.

1. Worked on Layout LM, CNN, and Logistic Regression for document classification. 2. Proficient in implementing ML algorithms, using Python, TensorFlow, and scikit-learn. 3. Collaborated on data preprocessing, feature engineering, and model building. 4. Conducted experiments, fine-tuned hyperparameters to enhance accuracy.

1. Developed Python daemons, handled complex data structures, and multiple inputs. 2. Used Linux scripting for task automation. 3. Utilized multiple OS-related Python packages to enhance the functionality of the developed daemons