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.
3
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)
The Queue You Already Have
most backend engineers add redis the moment they need a job queue. but postgres has shipped a two-word feature since 2016 that turns your existing database into a correct, crash-safe queue. here's exactly how SKIP LOCKED works, all the way down to MVCC, and when you actually still need redis.
why 0.1 + 0.2 != 0.3
open any language. type 0.1 + 0.2. you'll get 0.30000000000000004. the bug isn't in the language. it's not in the runtime. it's in the silicon. let's go all the way down.
The Double Life: Student by Day, Builder by Night
How a casual discussion led to building a web agency, discovering a passion for software engineering, and the real cost of balancing college with real-world building.
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