Ashvith Reddy Samreddy

Software Quality Assurance Engineer

Bose Corporation

May 2024 - Current (2 years 2 months)

Developed and executed automated and manual test scripts in Python, Selenium, and Playwright for embedded firmware and cross-platform mobile apps, improving overall defect detection by 40%.Performed Android and iOS mobile application testing using Appium and Playwright, validating UI/UX functionality, performance, and device compatibility across multiple environments.Collaborated with development and cybersecurity teams to analyze firmware and mobile app vulnerabilities, implementing mitigation strategies that reduced potential security risks by 35%.Conducted functional, regression, performance, and exploratory testing for embedded audio, lot, and mobile companion apps, increasing product stability and lowering post-release defects by 30%.B

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Backend Python Developer

Key Pixel Software Solutions (Client: TOSHIBA)

May 2023 - May 2024 (1 year 1 month)

Developed and maintained Python-based automation scripts and backend modules for infotainment systems, improving test coverage by 35% and ensuring stable multi-device integration.Built and executed Python scripts for end-to-end system testing of laptops, tablets, printers, POS systems, and TVs, logging 150+ defects in JIRA and reducing post-release failures by 25%.Designed and implemented regression suites and test frameworks in Python, improving feature coverage and reducing functional issues by 20%.Created Python-based API testing workflows with Postman and Charles Proxy, validating integration points and reducing system errors by 30%.Performed data handling, validation, and logging in Python to support automated backend testing and syste

Software Development Engineer Intern

Kore.ai

Jan 2023 - Apr 2023 (4 months)

Integrated Confluence, Zendesk, and ServiceNow APIs using Python and Node.js to unify fragmented knowledge bases, expanding indexed articles from 1.2K to 2.4K and raising chatbot retrieval accuracy from 71% to 92%.Built automated content synchronization pipelines that standardized metadata and versioning, cutting manual maintenance by 35% and improving information freshness across enterprise systems.Designed Retrieval-Augmented Generation (RAG) workflows using LangChain and Hugging Face Transformers on AWS SageMaker, enabling contextual response generation and reducing fallback rates from 13% to 9%.Deployed monitoring and alerting systems with New Relic and AWS CloudWatch to track inference latency and model drift, decreasing mean debugging

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Python Developer Intern

Defence Research and Development Organization

Feb 2021 - Jul 2021 (6 months)

Developed and optimized Python scripts for hand sign recognition, achieving 92% real-time detection accuracy and improving system responsiveness.Implemented machine learning pipelines in Python (CNN, SVM), enhancing gesture classification accuracy by 28% and reducing training time.Built a Python GUI (Tkinter) for intuitive user interaction, simplifying testing and system demonstrations.Created Python workflows for data preprocessing, augmentation, and analysis using NumPy and Pandas, reducing manual effort by 30%.Integrated Python modules with ML models and backend testing routines, improving system deployment efficiency and ensuring smooth functionality.Documented Python implementations and contributed to IEEE ICIPTM 2021 research, demonst

Ashvith Reddy Samreddy

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