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@Hi_Mrinal "Yoo remember this So I was thinking to do something new this Sunday (new for me) . instead of just using TensorFlow or PyTorch like everyone else why not build a neural network inference that run directly on this GPU at much much lower level . will try to complete this project in a X to 4hrs block . You can completely ignore this btw just fun intended"
X Link @Hi_Mrinal 2025-10-25T22:35Z 13.8K followers, 19.9K engagements

"My blog on distributed systems is barely a tip of the ice berg . their is more to this - Vertical Paxos NOPaxos EPaxos PigPaxos - Byzantine Fault Tolerance Tendermint (why n = 3f + 1). - BFT Smart - Threshold Signatures & Aggregate Signatures - reducing o(n2) authenticators to O(1) - Distributed Key Generation (how to shard a private key so no single node ever sees it) - Spanner - Lock Free Databases (VoltDB) - Transactional producer in Kafka - CRDTs (I love this my Homies love this) - Calvin (its like locking before execution) (how it removes 2PC from distributed transactions) - Snowflake to"
X Link @Hi_Mrinal 2025-10-01T04:50Z 13.8K followers, 37.9K engagements

"COOKED AT LAYERS - Laptop not even functional enough to factory reset itself - Can't get myself a new device coz bank account is freezed (Multiple payments came in at same time . this has a separate lore btw) - Cannot push code changes from M2 coz neither vscode is working nor the zed (it needs an update) But we ball anyhow :)"
X Link @Hi_Mrinal 2025-10-19T15:04Z 13.7K followers, 6546 engagements

"log before sleep . Building a Policy gradient transformer that learns to spell first iteration I gave it a +1 for whole correct word and X for wrong (A bad idea which I found out later) second iteration Instead of all-or-nothing give partial credit for correct letters in correct position (its learning for now)"
X Link @Hi_Mrinal 2025-10-21T21:31Z 13.8K followers, 4437 engagements

"Did something crazy today applied"
X Link @Hi_Mrinal 2025-10-23T13:26Z 13.8K followers, 77.6K engagements

"YOO so for this build week I am building gopipe its like localhost for github actions which just watches .gopipe.yml spins up docker steps and update the logs in a tiny web ui sharing my approach here :)"
X Link @Hi_Mrinal 2025-10-24T08:42Z 13.7K followers, 4793 engagements

"@numaan27 I go through many articles a day and try to jot down my ideas in a single list and than keep those on priority on which to build first and can be helpful to me :)"
X Link @Hi_Mrinal 2025-10-25T22:43Z 13.7K followers, XXX engagements

"Yoo if you have read my blog on redis and want to write your own redis clone . You can just implement these topics in any language you want too Also thanks for reading the blog it did great this month key value string list set sorted-set hash stream expiration / TTL evicted_keys keyspace_hits / keyspace_misses used_memory used_memory_rss mem_fragmentation_ratio RDB AOF fsync rewrite master replica (slave) replication backlog psync repl-diskless-sync failover cluster slot resharding meet client-output-buffer-limit blocked_clients pubsub_channels / pubsub_patterns"
X Link @Hi_Mrinal 2025-10-28T16:25Z 13.8K followers, 8412 engagements

"Yoo there are a number of emails and LinkedIn dms asking "Process for writing blogs" It's just dead simple for me - spend XX hrs on the topic - write an outliner and present it to a non tech . If they got number of questions above X then re write Simple"
X Link @Hi_Mrinal 2025-10-30T16:43Z 13.8K followers, 3483 engagements

"TIL : in just XXX LOC of python you can watch US stocks . It was such a simple hack which I never knew before Also I will be hacking around this project more for today and tomorrow coz WHYY NOTTT"
X Link @Hi_Mrinal 2025-10-28T22:25Z 13.8K followers, 10.5K engagements

"@original_ngv yess yess a load balancer for video creation/streaming platforms . OBS uses this but in a more standardized way"
X Link @Hi_Mrinal 2025-10-30T10:44Z 13.8K followers, XXX engagements

"Achieving unc status soon"
X Link @Hi_Mrinal 2025-10-30T12:34Z 13.8K followers, 8081 engagements

"there are too many Message requests pending up and honestly everyone has nearly the same issue "How to become good at backend" first of all I am neither to tell as I am still a newbie in this . but here is what I do basically search for dashboard UI's from dribble clone it in basic vite + react + tailwindcss build api's to fetch basic data from public from publicapisdotdev add a database to learn more about databases then shift to ORMs learn to write your own auth add redis as both cache and a monitoring system dockerize your whole app or you can just go with the backend directory Add"
X Link @Hi_Mrinal 2025-10-22T17:43Z 13.8K followers, 54.7K engagements

"Yoo so I wrote a back pressure layer for tcp/udp streams. It adjusts the data flow rate between services based on both network conditions (something like RTT and packet loss). this layer can be useful to prevent sender overload and cancel out buffer bloat"
X Link @Hi_Mrinal 2025-10-30T10:12Z 13.8K followers, 7563 engagements

"Wrote a blog on Redis XXX link in the comments"
X Link @Hi_Mrinal 2025-10-02T17:03Z 13.8K followers, 333K engagements

"Telegram has one of the best ways to hire top engineers designers . they have a channel called Telegram contests in which you get to see world's best mind working on a specific contest problems related Android Web UI Infra Blockchain IOS Designs Winners get a chance to interview and loads of cash I MEAN SERIOUSLY LOADS OF CASH . (these are done on specific interval like after every X or X months) Cherry on the top the submissions of those contests are publicly displayed after the results are declared JUST GENIUS (attaching few in which I participated but usually I have a skill issue so never"
X Link @Hi_Mrinal 2025-10-23T17:32Z 13.8K followers, 221.6K engagements

"Yoo I wrote a frame level audio and video sync layer in Golang in the core it just gives an API endpoint which is used to get those timed frames for decoding . In the stress tests it maintains p99 drift of just XXX ms on X Mbps XX fps streams while handling packet loss"
X Link @Hi_Mrinal 2025-10-24T20:17Z 13.8K followers, 309.7K engagements

"Yoo a lot happened after this project got a sudden reach out of nowhere - People from crawwzyyyy good companies started connecting over a call - Got a good amount of onsite call to join them Lol first I used to get some X or XX likes . Crazy times"
X Link @Hi_Mrinal 2025-10-27T07:16Z 13.8K followers, 127K engagements

"Yoo I wrote a neural network training pipeline completely from scratch using OpenCL and Python in my tiny Intel R UHD Graphics card wrote tiled matrix multiplication and activation kernels which are relu sigmoid softmax . While working with this small graphics card got to learn vectorized activations batch processing optimization and out of order execution"
X Link @Hi_Mrinal 2025-10-28T12:16Z 13.8K followers, 67.2K engagements

"This is my go to tool for collecting resources across all domains I work here's a simple prompt to fetch some GOATED articles about a certain I am currently working in from substack and medium"
X Link @Hi_Mrinal 2025-10-31T04:59Z 13.8K followers, 8742 engagements