--- title: "Manupuri Nithin (@Nithin192) | Hashnode" description: "Manupuri Nithin (@Nithin192) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@Nithin192" --- @Nithin192 # Manupuri Nithin @Nithin192 · Joined January 2024 ### [Redis Internals](https://nithinmanupuri.hashnode.dev/redis-internals?utm_source=hashnode&utm_medium=feed) One Questions, Why Redis Handle more TCP Connection: What makes Redis Special: Redis is an open source in memory ds store that can be use on Database, cache, Message Broker and Stream engine Some ds 2 min read · [nithinmanupuri.hashnode.dev](https://nithinmanupuri.hashnode.dev/redis-internals?utm_source=hashnode&utm_medium=feed) [Mar 31](https://hashnode.com/posts/redis-internals/69cb4e10b59631ef53e363bb) ### [Road to AI](https://nithinmanupuri.hashnode.dev/road-to-ai?utm_source=hashnode&utm_medium=feed) Statistics probality (bayes , conditional) linear regression principle component (PCA) see last Dimenstion reducton ltechqies LDA TSNV ML: Supervised Learnming: Regression logistics Navibase KNNen SVM (solid and hard) Decision trees Loss Funtions Ens... 1 min read · [nithinmanupuri.hashnode.dev](https://nithinmanupuri.hashnode.dev/road-to-ai?utm_source=hashnode&utm_medium=feed) [Dec 24, 2025](https://hashnode.com/posts/road-to-ai/694c21075ca434bd7f29eca9) ### [Why ORM Sucks?](https://nithinmanupuri.hashnode.dev/why-orm-sucks?utm_source=hashnode&utm_medium=feed) Small Companies may good to use ORM until we get perofrmance issue Let Say why i am using sucks? Example we can take, U want to get the all user orders. what u do? Simple i will use User.findAll() and user.getOrder() thats it completed okay good is i... 2 min read · [nithinmanupuri.hashnode.dev](https://nithinmanupuri.hashnode.dev/why-orm-sucks?utm_source=hashnode&utm_medium=feed) [Dec 14, 2025](https://hashnode.com/posts/why-orm-sucks/693e96b2538fed9db97bb16f) ### [All About Logging](https://nithinmanupuri.hashnode.dev/all-about-logging?utm_source=hashnode&utm_medium=feed) Distributed Tracing helps for the trace of the application logs Let say user A hit an ap in distrubted to racing the log of this user for Each user one trace Id is there which is common for all the Service and When one service calls another service t... 1 min read · [nithinmanupuri.hashnode.dev](https://nithinmanupuri.hashnode.dev/all-about-logging?utm_source=hashnode&utm_medium=feed) [Dec 14, 2025](https://hashnode.com/posts/all-about-logging/693e5b8eb66c95d7a751479d) ### [Microservices Design Pattern](https://nithinmanupuri.hashnode.dev/microservices-design-pattern?utm_source=hashnode&utm_medium=feed) 1\. Service Discovery. 2. API Gateway. 3. Circuit Breaker. 4. SAGA. 5. CQRS. 6. DB PER Service. 7. Strangler. 8. Bulk Ahead. 9. Event Sourcing. 1 10. BFF Back end for Front end. 1 min read · [nithinmanupuri.hashnode.dev](https://nithinmanupuri.hashnode.dev/microservices-design-pattern?utm_source=hashnode&utm_medium=feed) [Nov 8, 2025](https://hashnode.com/posts/microservices-design-pattern/690ee09b8d610fbfda3d26fe)