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📌 Pinned by mods Posted by u/giorgi intro

Hey, I'm Giorgi. I'm learning to build with data and AI

I'm a mechanical and aerospace engineering student at Case Western Reserve University, and lately I've been going deep on data and AI. I like taking an idea and turning it into something real, then figuring out how it works all the way down, whether that's a web app, a machine learning pipeline, or a piece of hardware. Mostly I'm just curious and always learning something new.

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u/brochacho_supreme· 3h

brochacho really said "software AND hardware" like it's nothing 😭 the aura is unmatched

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u/aura_farmer_9000· 5h

a mechanical engineer that can ALSO center a div?? chat this is the final boss 🙏

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u/frontend_andy· 4h

he's mogging all of us fr 😭 I'm switching majors

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u/sigma_grindset· 8h

sophomore with 3 shipped products meanwhile I can't ship a text back. we are NOT the same. cooked 💀

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Posted by u/giorgi · Projects · shipped

oushi, a personal AI assistant that reaches out to you

A personal AI assistant built over Gmail and Google Calendar. It reads and triages email in real time through Gmail's Pub/Sub push notifications, understands sender and thread context, and proactively reaches out instead of waiting to be asked. Full auth, push notifications, and a clean daily-brief interface. Built and deployed end to end.

Next.js · TypeScript · Supabase · Google APIs · Pub/Sub · Vercel

💬 128 Comments ↗ Share ⭐ Save
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u/notifications_off· 2h

an AI that emails you FIRST?? bro really invented the friend that texts back 😭🙏

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u/pubsub_pilled· 4h

using Pub/Sub push instead of polling is such a flex. certified hood classic 🫡

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u/giorgiOP· 3h

real ones know polling is for the weak 🫡

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u/rizzler3000· 6h

the rizz to build this AND fly to Madrid?? unfair. he's him 📈

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Posted by u/giorgi · Projects · research

YQuantum 2026, quantum portfolio optimization on QuEra's stack

Built for the Capgemini x The Hartford hackathon. Reduces a real investment dataset to an 8-qubit portfolio problem, computes the exact classical optimum as ground truth, then trains QAOA on QuEra's Bloqade stack to recover it, with penalty calibration that provably preserves the hard-budget solution. Reached ~10.5% probability mass on the exact optimum at p=3.

Python · Bloqade · PyQrack · QAOA · QUBO

💬 203 Comments ↗ Share ⭐ Save
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u/quantum_chad· 2h

8 qubits and a dream. he's literally him 🗿 the rest of us are still on classical bits

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u/schrodingers_w· 4h

10.5% probability mass but 100% aura. both alive and cracked at the same time ⚛️

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u/qaoa_enjoyer· 3h

SHEEEESH the penalty calibration alone 🤯 bro did a whole physics paper on a weekend

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u/hackathon_hitter· 9h

brochacho went to a hackathon and came back with QUANTUM 💀 goated with the sauce

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Posted by u/giorgi · Projects · in progress

Optical inspection stage, a 2-axis gantry with CV defect detection

A self-directed project merging hardware and software: a 2-axis precision gantry paired with a YOLO-based computer-vision pipeline that detects and localizes defects, then generates structured inspection reports. Designed around real semiconductor-inspection workflows.

Python · YOLO · OpenCV · Creo (CAD) · Ansys (FEA)

💬 51 Comments ↗ Share ⭐ Save
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u/gantry_gang· 3h

building a robot that judges other things for defects. sigma behavior honestly 🗿

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u/yolo_yapper· 5h

YOLO detecting defects while bro detects opportunities 📈 built different

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u/hardware_homie· 8h

hardware AND software?? who's gonna tell the recruiters this man is a cheat code 🫡

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