Ayush Singh
@ayushsingh17
I’m a Python-focused AI and software engineer who turns LLM and voice AI capabilities into dependable products.
IndiaWhat I'm looking for
I’m a highly effective generalist with four years of Python experience and five years as a technical advisor, focused on delivering timely solutions to challenging problems. I quickly learn new domains and translate model or system behavior into dependable, production-ready outcomes.
In my Prompt Engineering work (05/2024–04/2026), I use disciplined Python experimentation to explain exactly why a prompt or workflow fails and how to fix it. I’ve built practical understanding of LLM-to-product behavior (3 years with LLMs) and applied hands-on voice/conversational AI exposure, including ASR output characteristics and downstream impact.
I also bring hands-on engineering discipline from software testing and automation, including building and maintaining Python automated tests across network protocol and Browser/UI layers, plus modular reusable framework components. Previously as a Technical Advisor/Manager, I automated diagnostic equipment interfaces to reduce false reporting by 40% and led teams and process improvements that cut order confusion and rework by 34%.
Experience
Work history, roles, and key accomplishments
Technical Advisor/Manager
Ayush Diagnostic Centre
Dec 2021 - Apr 2026 (4 years 4 months)
Managed diagnostic operations by monitoring and reporting patient care data, including lab results, allergies, and vital signs. Automated diagnostic equipment reporting interfaces and reduced false reporting by 40%, while implementing a new order-filling process that cut order errors and rework by 34%.
Senior Software Engineer
Globaledge Software Pvt. Ltd.
Feb 2020 - Aug 2021 (1 year 6 months)
Built and automated test cases for WiFi routers across multiple brands and for Google Home device testing. Designed network protocol (SNMP) and Browser/UI automation, and validated simultaneous connection/disconnection and traffic behavior for WiFi/BT devices.
Analyzed testing and automation requirements and developed and maintained automated test suites using Python. Improved performance through code optimization, built modular reusable automation components, supported hardware/board bring-up, and used tools such as Git, JIRA, JAMA, and ATMS for test and effort tracking.
Completed Wipro AI/ML training and a live project covering data analysis and NLP workflows. Built models including linear regression and gradient descent regression, applied k-nearest neighbors, and completed evaluation/visualization tasks while earning a Team Excellence Award.
Education
Degrees, certifications, and relevant coursework
JSS Academy of Technical Education
Bachelor of Technology, Engineering
Completed a B.Tech at JSS Academy of Technical Education.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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