Abhilash Reddy Yammanuru
Software Engineer (Backend & Platform) at Synapse Labs / Building Gen AI & ML Powered Applications | Master of Science in Computer Science
- Role
- Software Engineer (Backend & Platform) at Axyo Inc
- Location
- Tempe, AZ, US
- LinkedIn followers
- 500 followers
About Abhilash Reddy Yammanuru
I am always excited to learn new technologies. I like programming and solving difficult challenges. In my free time, I try to explore Artificial Intelligence. Interested in software development and machine learning
Experience
Software Engineer (Backend & Platform)
Jul 2023 — Present · Tempe, AZ, US
Owned end-to-end development of a metadata extraction pipeline using LLMs to generate dataset descriptions, column details, data types, PII tags, and key relationships for analytics workflows- Designed core components of a configuration-driven platform enabling dynamic UI generation and reusable analytics systems. It reduced dashboard/application development time from months to days- Built scalable REST APIs using FastAPI and PostgreSQL for data workflows and planning systems- Improved API latency from ~3s to ~300ms via query optimization, indexing, and profiling- Enforced schema-driven data contracts using Pydantic across APIs, pipelines, and LLM workflows- Built and maintained Airflow pipelines, monitoring via CloudWatch to ensure stable production workflows- Developed backend systems for demand–supply scenario planning, enabling what-if simulations
Education
Army Institute of Technology (AIT), Pune
Engineer's degree, Computer Science
2015 — 2019
Arizona State University
Master's degree, Computer Science
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