Samith Reddy
Overview
Founding Backend & AI Engineer @Inquinion Labs
Freelance @Ushodaya Networks
Jammikunta, Karimnagar, Telangana, INDIA
he/him
Impact
20k+
operations handled
On-Duty-Amrita improved a real university workflow after launch.
9
selected projects
Open-source systems, university tools, product work, and client builds.
4
engineering posts
Long-form notes on backend systems and computer science fundamentals.
Social Links
About
Hello, World! I am Samith Reddy, a backend and AI engineer focused on reliable systems, practical product engineering, and thoughtful user experience.
With 2+ years of hands-on building experience, I work across backend systems, AI workflows, and full-stack products using Go, Python, Next.js, React, TypeScript, and modern infrastructure tools. I like taking rough ideas from zero to something people can actually use.
One of my key projects, On-Duty-Amrita, launched in 2025 and improved the university leave workflow while handling 20k+ operations.
Let's connect and collaborate!
Now
Inquinion Labs - Building backend systems, RAG pipelines, and multi-agent workflows for an AI engineering copilot.
paystable - Working on open-source payment webhook reliability for Indian gateways using Go and PostgreSQL.
Writing - Publishing engineering notes on queues, databases, floating point, and systems tradeoffs.
Stack
Experience
Inquinion
Current Employer- Founding backend engineer at Inquinion, an EdTech startup building an AI copilot for engineers.
- Designed and built the server-side architecture from scratch.
- Built RAG pipelines for AI tutoring features using Python and CrewAI.
- Architected the multi-agent workflows powering the core product.
- Python
- CrewAI
- RAG
- Multi-Agent Systems
- Backend
- APIs
- Startup
Anokha Tech Team
Ushodaya Networks
Current EmployerFreelance
Projects(9)
Blog(3)
Engineering Attribution: Make Contributions Traceable
A repository preserves changes, but it cannot explain every contribution. How project records, decision notes, and precise role descriptions make engineering work visible and credit fair.
The Queue You Already Have: PostgreSQL, Retries, and Failure Recovery
Build a PostgreSQL job queue around atomic claims, bounded retries, and explicit recovery. Understand what SKIP LOCKED guarantees and where idempotency must take over.
Why 0.1 + 0.2 Is Not 0.3: A Guide to Numeric Correctness
Trace binary rounding from stored bits to program output, understand Go's constant arithmetic, and choose numeric types and comparisons that match your requirements.
Education(3)
Amrita Vishwa Vidyapeetham, Coimbatore
- Degree
- Bachelor of Technology in Computer Science and Engineering
- Year
- 2024 - 2028
Junior College
- Degree
- Intermediate
- Year
- 2022 - 2024
Paramita Heritage School
- Degree
- Secondary Education
- Year
- 2018 - 2022
Certifications(8)
AWS Certified Developer - Associate Certification
- Issued by
- Infosys
- Issued on
Machine Learning and Deep Learning (MDL-212)
- Issued by
- IBM
- Issued on
Natural Language Processing and Computer Vision (MDL-214)
- Issued by
- IBM
- Issued on
Artificial Intelligence Fundamentals
- Issued by
- IBM
- Issued on
Run AI Models with IBM Watson Studio (MDL-219)
- Issued by
- IBM
- Issued on
Introduction to Artificial Intelligence (MDL-211)
- Issued by
- IBM
- Issued on