engg. @SpiegelFin https://xitter.cf/t.co/Z33gL4gyS1

Joined February 2022
career update: joined a goated sf based startup <3🧿 Product Engineer Intern (AI)
167
8
800
24,935
getcta 0.1.8 is out 🚀 → Pick your own shortcut keys (no more clashing with Wispr Flow) → Control it from the menu bar → Bullets & line breaks now show on the notch → Cleaner creator profile + Notion/Drive fixes Update from inside the app, or get it at getcta.store
6
2
1
27
813
EP 02 "trying your projects" welcome to EP02 of trying your projects. EP02 is officially sponsored by prequel.sh 🎉 huge thanks to them for sponsoring the recording & products and for being the first sponsor of the series. also, you can get 30% off Prequel with my code NIKHIL30 this time, I’m trying out: - pdfcn.dev by @alaymanguy - genmotion.dev by @haxzie_ - agnost.ai by @StackDhruv - designeer.xyz by @dhruvtwt_ - github.com/shalenMathew/Quot… by @shalenmathew - how2me.me/focusapp/ by @Chintu5251 EP03 is gonna be quite fast 👀 not exactly sure what's coming yet, but yeah... lessgo, we ball. also, the sponsorship panel is open for the next episode: nikhilwho.in/#sponsor
EP01 of trying your projects got a ton of love ❤️ so we’re doing EP02 - trying your projects. drop your projects/products below 👇 I’ll try them as a first-time user, share my honest review, star the GitHub repo if I like it, and recommend the ones I genuinely enjoy. and this time… EP02 is officially sponsored by @prequelsh 🎉 huge thanks to them for sponsoring the recording + products and being the first sponsor of the series. show them some love → github.com/haxzie/prequel ⭐ drop your project. let’s see what you’ve built.
25
13
4
60
3,068
rudraa. retweeted
Built PaperDesk (paper currency centralized exchange) & finally recorded a walkthrough of it. I also broke down the system architecture and how its running in the production. first time doing a facecam + technical breakdown video, so it's definitely not perfect lol. but fuck it, shipped. Live: paperdesk.fun
4
5
17
993
rudraa. retweeted
the only two real options for a browser btw
why is everyone and their mother making a browser all of a sudden?? 😭
47
3
4
151
24,937
alright, we're starting :) gonna document me figuring shit out AI, startups, hackathons, systems, product, scaling, design & whatever rabbit hole i fall into next. not a programmer teaching you how to program. just nikhil figuring shit out in public. nikhilwho.in
lemme introduce myself since we’re almost 1.5k here :) hey, i’m Nikhil a final-year engineering student from Pune. i started programming in my 1st year. not one of those 6th-class WhiteHat Jr kids 😭 started with Java + DSA, then C, built some random endpoints, forgot half of it, made Arduino cars and other hardware stuff because i’m an electronics major. eventually got bored of hardware and went back to software. started doing DSA sheets, got bored again 💀 then went all-in on full-stack and started building shit. did a bunch of projects, client work, won 3 hackathons, failed LFX, got rejected from probably 10+ startup interviews, and also rejected a couple of offers myself when they just weren’t the right fit. eventually landed a remote engineering internship at a Bangalore startup from April–June 2026. somewhere along the way, i also got pretty involved in the Pune tech community organized things, met a ton of people, helped with community stuff. got bored of that too 💀 so now i mostly just build. these days i’m into full-stack + applied AI, because the AI hackathon scene is fucking crazy right now. but honestly, i’ll always be a web2 guy at heart. currently learning Rust too originally wanted to get into web3, but ended up liking Rust more for backend/systems. i come from a tier-3 college, so most of what i know came from building, shipping, failing, and figuring shit out myself. i’ll also start sharing more technical content here soon: build logs, engineering lessons, random things i learn, and probably rust too. if you’re looking to hire me for engineering roles, check out my work: nikhilwho.in [ btw this pic is from one of our Pune community events :) @CivoCloud sponsored us as a partner we reached out to @kunalstwt, who was their DevRel at the time, and made it happen. ] still early. just getting started.
33
15
2
158
7,542
rudraa. retweeted
React. React. React. 🐐⚛️
1
16
508
just shipped thred!! context that carries your work forward. Claude → Codex → Cursor → whatever comes next. thred gives every agent one shared memory for decisions, revisions, evidence, and unfinished work — so the next agent starts where the last one stopped. built on MCP. powered by temporal memory with HydraDB. no more re-explaining the codebase. no more lost decisions between sessions. just save → switch → resume. thred.fun built for Hack Hydra | Memory + Context Retrieval.
69
36
14
183
25,119
rudraa. retweeted
CEX Update #7 The exchange can now properly track an order through its lifecycle. Instead of just having an order sitting in memory, I added a state machine so orders move through defined states like OPEN → PARTIALLY_FILLED → FILLED/CANCELLED. 38 tests passing so far.
2
2
17
352
Replying to @slicebank
@slicebank I have raised a ticket sighting my concern that I have mistakenly send 21,000/- and have raised a ticket for the transaction to be reversed! Its kind of urgent and till now I haven't yet received any update on the same from the customer support ticket! @RBI
3
1
1
72
nmemo.cloud won !! HydraDB × Connectors Hackathon by @hydra_db Thanks @iHarnoorSingh for selecting nmemo as one of the winners
everyone says you don't need to code anymore. Our hackathon says otherwise. we brought engineering roots back to hackathons, the results are here. challenge was, use 3 connectors minimum among 56 we support and show they prioritize, deduplicate when same task is visible on linear, github, email, slack etc. we say 20+ takes on engineering taste: builders want decisions to be transparent, easy to evaluate, and easy to trace in unique ways. Congrats to everyone who brought great engineering taste with @hydra_db @RajGharat676295 @HarishKotra @Roan0i @varun23twt @nick_realm_01 @karthikponna19 @KapoorJanesh @mikeflag43 @DrawsyAI @iamyt
24
2
60
4,065
Nmemo: Context with receipts. Shipping nmemo tomorrow. Not perfect yet, but it'll get better every week. nmemo.cloud
Workspace support is on the way. Invite your team, collaborate, and share the same context across everyone. Whether you're an indie hacker, startup founder, B-school team, student builder, or just getting started with AI apps nmemo is built for you. Join the waitlist: nmemo.cloud v1 drops soon.
1
1
19
750
started a side project!! around agentic memory itself.
5
1
1
20
3,783
finally added a proper preview for Zellr ( vercel like deployment platform ) preview: nikhilwho.in/projects/zellr github: github.com/nikhil008-git/Zel… an infra project which i've built.
4
1
37
1,298
Wanted to understand how deployment platforms actually work. So I built Zellr: a Vercel-style static hosting platform from scratch. • GitHub repo cloning • Build queue & workers • Cloudflare R2 storage • Subdomain routing • Reverse proxy • End-to-end deployment pipeline Open source github.com/nikhil008-git/Zel…
4
5
29
823
Update: > Implemented the BigramLanguageModel for next token prediction and also added the generation functionality as well > Also iteration on training the model as well so that i can get much lower losses during training...
Update: > Done with converting the dataset into tensors (using pyTorch ) > Done with implementing batching of dataset to enhance processing and efficiency > Didn't knew anything about tensors or pytorch, learning it on the go > Had to get a hell hot into indepth in order to understand a very basic concept in pytorch Next Target: Learning about Transformer and Neural Network and also feeding the dataset into them.
1
1
2
259
I often ask people to stay away from self-proclaimed DSA / coding / open source experts and their courses. They tend to make things a lot easy and lucrative then it is while disguising the reality involved, for their personal gains. financially vulnerable students are being led to believe that, a little bit of DSA or stupid open source contributions or a copy paste todo app will guarantee quick success in tech interviews at XYZ companies making them crores. This is fundamentally wrong. Once again, let me remind you - long term success in tech is result of hard work, sleepless nights, over a long, really long period. If anyone tells you otherwise, run, he is / will sell you something. and once he made his "easy" sale, you are on your own. The reality today is, there is more money in "teaching coding" than actually "coding" . Few folks have figured that out and doing exactly that. They are smart, they will always do what is working "right now" vs asking you to do what "worked for them".. What worked, is not relevant anymore.. Today, The crores and "dream job success" is in what they are doing right now, not what used to work and they are asking you to do. The reality is, the market is really really brutal right now and you have to be really really good to land even an interview opportunity. For the few opportunities that opens up, thousands of folks apply. The days where you could get hired with a react course or a nodejs bootcamp are gone. Forget about crores, even most prestigious institutes students have trouble getting double digit Lakhs right now. In this market, if you are not getting interviews or jobs or not sure what to do, don't lose hope and just ask yourself this question - Are you really really good ? In something ? and if not , are you a really really good generalist ? Can you get ANYTHING done? Maybe with AI? If not, time to work.. on yourself first. Take a deep breath and figure out what you want to focus on to be really really good at.. Are you going to be a really good generalist ? Thats fine but then put in the hours / days / months to be that. A great generalist or full stack dev is rare.. be that. BTW DM me if you are, hiring ;) If not, pick something specific. Could be anything. Frontend, Backend, Devops, AI, Open source ? Anything. What it is ? Is it backend ? and then get yourself to be really good at it. Today pretty much anyone can spit out a CRUD API using Django or express. Heck AI can do it in 30 seconds. What is your backend superpower ? someone who just knows how to create an express API with mongo DB or someone who can optimise the heck out of an API until it responds in 3 miliseconds.. Someone who have never ran a SQL query in life, or someone who have played with, figured out the why (why caching for example? ) and then built stuff with oAuth, web sockets, Caching, Redis, Queuing (RabbitMQ/Kafka), Docker / Kubernetes , ElasticSearch etc. ? or someone who have played with every single LLM API out there and knows how to deal with parralel tool calling with Openai apis. Can you even deploy your the CRUD app you built on a EC2 machine on aws ? Or is it going to be frontend ? Are you really really good at frontend ? 800 out of 1000 folks can do A basic FIGMA to React.. It’s a commodity now and not far way if not already, AI and others are and will do it directly without you putting in the code. What is your frontend superpower ? Do you even know or care why frontend performance matter ? Can you get a react webpage 100/100 on pagespeed ? Is it open source ? Someone with a good first issue with a readme update on 20 projects or someone who understands a particular open source project really really well and is a regular contributor.. I once hired a Intern who was contributor to Django project, I literally plead him to join me with a offer he simply couldn’t refuse. Once joined, gave him full control on our codebase (Django) and he was one of the best contributor to our backend with little working experience. I can go on but you get the idea.. Learn by doing.. Thats the best way.. but if you can't, there are enough resources, either free or available for really affordable prices (700-800 on udemy etc) which can help you learn in a structured way. You don't need fancy courses costing thousands, or bootcamps or whatever they are naming it these days. The market being bad is not in your control but you being bad is fully in your control. Even now, there is a decent requirement for really really good enginners. People with superpowers.. Be that, and start reaching out to folks for referral or interviews.. You will be the 1st to get the call. It’s still not late. Go figure out, learn & build your superpower.
48
195
32
1,240
104,649
rudraa. retweeted
I have noticed that the happiest people chase big, hard goals without contempt for small pleasures. They have a high bar on what gives them meaning but a low bar on what brings them joy. They strive for greatness, do hard things, get comfortable with delayed gratification. But also find joy in the small, everyday things around them - a good meal, a good poem, a kid's laugh, even small talk and quick checkin with friends. They bask in the amazement of daily life and its small joyous moments. While pursuing important, meaningful work. I imagine the great scientist -writers were able to strike this balance - Feynman, Hamming, Dyson, Sagan.
1
5
69
3,348
Would you let AI play your fav video game while you just stare at the screen? No! You play because you get joy, because it challenges you, because you love it. Same applies to AI + Enginnering. What an amazing take by @hnasr. Watch this, folks!! And yes, do not let AI rob you of the journey.
35
59
10
882
39,365