Akhil

Full Stack Dev | JS • TS • Python • Go | Building scalable apps | Exploring Quantitative Finance

[Akhil @AkhilOnlyOnX]

@claudiofinbow @huggingface Appreciated. I am working on more projects like this!

[Akhil @AkhilOnlyOnX]

Just for fun project fine tuning a Pegasus model on the SAMSum dataset! 🚀 Successfully transformed long dialogues into concise summaries using @huggingface Transformers. Check out the ROUGE scores! 📈 #NLP #MachineLearning #DeepLearning #HuggingFace

GH : https://t.co/wsoapy1xAL

[Akhil @AkhilOnlyOnX]

@pulkit_mittal_ Drm

[Akhil @AkhilOnlyOnX]

@merishabh_singh Interested

[Akhil @AkhilOnlyOnX]

@karanveer04 Interested

[Akhil @AkhilOnlyOnX]

@nitesh_singh5 Interested

[Akhil @AkhilOnlyOnX]

@insanekrishnaa How to apply

[Akhil @AkhilOnlyOnX]

@pulkit_mittal_ Wrapping each batch into transaction

[Akhil @AkhilOnlyOnX]

@kipupwidanshika Interested

[Akhil @AkhilOnlyOnX]

Day 13 with @piyushgarg_dev
RAG Pipeline Mastering semantic search with Vector DBs Context & Memory Handling short-term vs. long-term memory & "Subconscious Brain" design.
Advanced Patterns HyDE, Corrective RAG LLM as a Judge.
#SystemDesignChaiCode #AI #LLM #RAG #GenerativeAI

[Akhil @AkhilOnlyOnX]

Day 12 with @Hiteshdotcom
Deep dive into Databases
SQL vs. NoSQL: Choosing between strict schemas and flexible scaling. Specialized DB: When to use Graph, Time-series, or Vector DBs.
#SystemDesign #ChaiCode #Databases #SQL #NoSQL #Backend #DataArchitecture

[Akhil @AkhilOnlyOnX]

So true

[Rishika Gupta @rishikagupta__]

Office jati hu, claude se baate krke aa jati hu

[Akhil @AkhilOnlyOnX]

Day 11
Thinking in AWS architecting for the cloud with @piyushgarg_dev and DNS system internals
Storytime with @Hiteshdotcom Real-world engineering
#SystemDesign #ChaiCode #AWS #CloudArchitecture #Backend #Engineering

[Akhil @AkhilOnlyOnX]

Day 10 with @piyushgarg_dev and @Hiteshdotcom
AWS Cloud Basics:
EC2: Setting up virtual servers in the cloud.
Application Load Balancer and Network Load Balancer
#SystemDesign #ChaiCode #AWS #CloudComputing #Backend #EC2

[Akhil @AkhilOnlyOnX]

Day 9 with @Hiteshdotcom
Real-Time Arch: Mesh (P2P) N-1 conn.
MCU vs. SFU: Centralized mixing vs. routing with Mediasoup.
WebSockets & SSE: Bi-directional streams vs. server-to-client updates.
Live Streaming: Low-latency protocols for massive scale.#SystemDesignChaiCode

[Akhil @AkhilOnlyOnX]

@piyushgarg_dev @zerion0 Me... dead!

[Akhil @AkhilOnlyOnX]

Day 8 Info bomb with @Hiteshdotcom
​Scratching the surface of RealTime Communication latency
​Protocols: TCP UDP fundamentals.
​Polling: Long Short polling trade-offs.
​WebRTC: Deep dive into SRTP, ICE, DTLS, and SCTP.
​#SystemDesignChaiCode #WebRTC #Networking #Backend #RealTime

[Akhil @AkhilOnlyOnX]

Day 7
with @piyushgarg_dev
​Distributed Caching ​Designing systems like Redis from scratch. Consistent Hashing for seamless scaling. ​Virtual Nodes, hash points per server perfectly balanced data distribution.
​#SystemDesignChaiCode #Redis #Backend #Caching #DistributedSystems

[Akhil @AkhilOnlyOnX]

Day 6
​Today all about CQRS Patterns and real-world stories!
​Separating Read & Write concerns for massive scale.
​Understanding when the complexity is actually worth it.
@Hiteshdotcom 's Story Time and
@piyushgarg_dev
​#SystemDesignChaiCode #Backend #CQRS #SoftwareArchitecture

[Akhil @AkhilOnlyOnX]

Day 5
​​Kafka Internals: Fan-out, Pub-Sub, and its "Dual Nature."
​RabbitMQ: RPC patterns.
​The Showdown: Kafka vs. RabbitMQ vs. SQS — when to use which? Much more.
@piyushgarg_dev @Hiteshdotcom @ChaiCodeHQ
​#SystemDesign #ChaiCode #Kafka #RabbitMQ #Backend #DistributedSystems