๐ Excited to share my latest project for the AI Full Stack Developer
I built a Career Counseling AI Chat Application using:
Next.js + TypeScript
React with ShadCN components
tRPC & TanStack Query for backend & data fetching
PostgreSQL + Prisma for database
OpenAI API for AI-powered career guidance
โจ Features include:
Persistent chat sessions with history
Responsive UI for desktop & mobile
AI-driven personalized career advice
(Bonus) Authentication & dark/light mode
Deployed live on Vercel: https://t.co/otvxdHca87
This project helped me strengthen my full-stack development skills while integrating AI for real-world applications.
#NextJS #ReactJS #TypeScript #AI #FullStackDev #CareerCounselor #Vercel #tRPC #OpenAI
this is pure f*cking treasure.
my ai bill last month:
claude max 20x ............ $200
chatgpt pro ............... $200
supergrok heavy ........... $300
total ..................... $700
then i went through github and found 5 repos that eat the boring half of that bill on my own machine
rizzo-flow ................ 833 stars
the open local take on typesafe's jev. a 4.4gb model on llama.cpp answers yes / no / pick one / score with a probability on every answer, and you point your api at localhost by changing one url
llm2jev ................... 391 stars
turns qwen3.5-4b into a jev-style decision model. 48ms p50 in their own benchmark, against 652ms for the real jev
fast-browser-use .......... 202 stars
a browser agent that runs 100% local on qwen3.5-9b and plugs into claude code and codex as a skill. opens the right wikipedia article in about 4 seconds, zero cloud calls
deepseekgui ............... 84 stars
a desktop workbench on deepseek harness with git, a built-in browser and memory. you pay deepseek per token instead of a flat $200 a month
oriveo .................... 25 stars
one app for openai, anthropic, gemini, grok, deepseek and 10 more providers, plus ollama on your own gpu. your keys, no subscription, no account
claude still writes my hardest code. the yes or no calls, the browser clicking and the everyday chatting moved to my gpu and my own api keys, and the receipt stopped looking like rent
repos in the comments
this is pure f*cking treasure
A Stanford AI research group found how to orchestrate Claude Opus 5.5 and GPT-6.1 Sol together, and it completely breaks the search scaffolding wall
most developers try to combine frontier models by chaining prompts in one context window or hardcoding rigid evolutionary loops. you burn tokens on context bloat and freeze models into fixed search rules that out-date themselves within 5 iterations
Stanford's architecture eliminates human-designed search scaffolding and splits the cognitive stack:
> search director: Claude Opus 5.5 plans the search, querying a persistent idea-graph where MAP-Elites and MCTS reduce to single Cypher queries
> candidate proposer: GPT-6.1 Sol explores high-entropy code variations inside isolated execution sandboxes
> zero context bleeding: sessions reset after each iteration to prevent prompt bloat while the graph stores lineage
> evaluator isolation: candidate code never touches the scoring process, stopping reward hacking and test leakage cold
> meta-agent distillation: an offline meta-pass extracts verified lessons and updates search guidance across branches
the benchmark metrics outclass standard discovery baselines:
> 3.2x lower model spend than fixed evolutionary frameworks
> 1st place rank across 7 competitive AtCoder heuristic contests against human competitors
> beats published SOTA on Anthropic kernel builder and 11 mathematical optimization tasks
> 0% reward hacks: candidate-controlled metric tampering eliminated
Opus directs the search graph. Sol explores the code
you stop writing rigid search harnesses. you let frontier models own the discovery loop
๐จ Open to Work | Software / AI Engineer ๐จ
Iโm currently looking for new opportunities in Full-Stack Development / AI Engineering.
๐ป 3+ years of commercial experience
โ๏ธ React.js | Next.js | Node.js | NestJS | Python | FastAPI
๐ค AI/ML | LLMs | RAG | Embeddings | AI Integrations
๐๏ธ PostgreSQL | MongoDB | Redis | Prisma
โ๏ธ AWS | Docker | CI/CD
๐ฑ React Native | Web3
Iโm particularly interested in roles where I can work on AI-powered products, scalable backend systems, and full-stack applications.
๐ Open to Remote / Hybrid / On-site opportunities
๐ค Referrals and introductions are highly appreciated.
If you know of a team hiring for Software Engineer, Full-Stack Engineer, AI Engineer, or similar roles, please DM me or tag someone who might be able to help.
๐ A repost could help me reach the right opportunity.
#OpenToWork #Hiring #SoftwareEngineer #FullStackDeveloper #AIEngineer #ReactJS #NodeJS #Python #LLM #RAG #TechJobs
Instead of watching an hour of Netflix, watch this 2 hour hour Stanford lecture will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.
๐ Frontend Architecture of My Web3 Wallet (Built with Expo + React Native)
Over the last few weeks, Iโve been architecting the frontend of my non-custodial Web3 wallet, and I wanted to share a clean breakdown of how the system is structured.
๐น Tech Stack
Expo (React Native) for cross-platform mobile UI
SecureStore for encrypted key & session storage
ethers.js + BIP32/BIP39 for HD wallet generation
Expo Router for navigation
Context + Redux Toolkit for state management
๐ Frontend Architecture Overview
๐ฏ Key Highlights
All private keys stay on-device
Multi-platform architecture (iOS + Android + Web)
Offline-first UX (transactions fallback mode)
Modular design for features like swaps, chat, and QR flows
#web3 #walletdev #security #reactnative #noncustodial #buildinginpublic #crypto #blockchain
๐ What I Learned About RPC While Building My Web3 Wallet
RPC (Remote Procedure Call) is the bridge between a wallet and the blockchain.
Your device doesnโt talk to โthe blockchainโ directly โ it talks to an RPC node.
Hereโs what really happens:
โข Your wallet asks the RPC: โWhatโs my balance?โ โ eth_getBalance
โข โWhatโs my nonce?โ โ eth_getTransactionCount
โข โSend this signed transaction.โ โ eth_sendRawTransaction
โข RPC returns chain data and broadcasts txs to the network
The RPC node sees IP, requests, and addresses queried โ but never your private keys.
Understanding RPC deeply has been a huge part of building my own non-custodial wallet. โก๏ธ
#web3 #rpc #walletdev #blockchain #crypto #buildinginpublic
Hi! Iโm interested in the role. Iโm a full-stack developer with hands-on experience building and shipping real, production-ready products end-to-end. I focus on writing clean, maintainable code and communicating clearly throughout the process.
Iโve worked on user-facing applications, third-party integrations, and full-stack systems using React, Next.js, Node.js, TypeScript, and modern backend architectures. I take pride in delivering reliable results and moving fast without compromising quality.
Would love to connect and learn more about your project.
Hi! This role sounds really exciting. While I may not have years of experience yet, I bring strong full-stack knowledge, fast learning ability, and the drive to grow consistently while implementing new ideas with clarity and ownership.
Iโm still building my depth in MVP development, but Iโm highly motivated, quick to adapt, and passionate about understanding the problem fully and delivering practical, real-world solutions.
Iโve worked with React, Next.js, Node.js, TypeScript, shadcn/ui, and full end-to-end development, and Iโd love to contribute to an early-stage MVP where speed, collaboration, and clean execution really matter.
๐ Building my own non-custodial Web3 wallet has taught me a lot. Key learnings:
โข Wallet identity โ App identity โ MetaMask never knows your Gmail/Auth0.
โข Recovery = Seed phrase only โ lose SRP โ wallet gone forever.
โข Google/Auth0 linking is custom โ you map auth0UserId โ walletAddress yourself.
โข RPC sees metadata โ IP, address queries, tx broadcasts (not private keys).
โข One seed โ many accounts โ HD wallet derivation; imported keys are separate.
โข Security + architecture matter most โ keys, storage, networks, UX, privacy.
Loving this journey of building a real decentralized wallet from scratch. ๐
#web3 #crypto #walletdev #noncustodial #reactnative #blockchain #buildinginpublic
๐ Feeling super excited about what Iโm building right now!
Iโm currently developing a full end-to-end decentralized Web3 crypto wallet, completely from scratch, and making it production-ready for both Android and iOS using React Native.
This project has pushed me beyond my limits โ Iโve learned so much about blockchain, secure key management, Web3 integrations, backend architecture, and real mobile app development.
Every day feels like a new challenge and a new win. ๐ฅ
Building something this complex has been one of the best learning experiences of my journey, and Iโm excited to share more as I progress.
#Web3 #ReactNative #FullStackDevelopment #Blockchain #CryptoWallet #Android #iOS #BuildingInPublic
There are so many opportunities for Full-Stack Developers (AI & Web3) in the market right now, yet none seem to come my way.
I genuinely donโt understand what Iโm missing โ skills, tech stack, projects, visibility, or something else?
๐ GitHub
https://t.co/flZS5IkbNA