shambhavi525-sudo

Full-stack builder. Turning critical problems into lean, high-impact tech solutions.

Joined on Nov 3, 2025 shalinibhavi525@gmail.com

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shambhavi525-sudo

Nov 12 '25

The Truth About Open Source: It's Intimidating (Until You Start)

#github #tutorial #opensource #beginners

3 min read

shambhavi525-sudo

Nov 3 '25

I Built 8 Projects While Teaching Myself to Code From a BSF Campus in Rural India

#webdev #programming #career #beginners

4 min read

Cover image for From Fact-Checking to Planet Hunting: My Newest Adventure! 🚀✨

shambhavi525-sudo

Jan 28

From Fact-Checking to Planet Hunting: My Newest Adventure! 🚀✨

#showdev #deeplearning #machinelearning #science

2 min read

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Cover image for Let’s Architect the Future of Neurodiversity. Open Call for Ideas, Pain Points, and Devs. Building for ADHD, Autism, & Dyslexia.

shambhavi525-sudo

Jan 27

Let’s Architect the Future of Neurodiversity. Open Call for Ideas, Pain Points, and Devs. Building for ADHD, Autism, & Dyslexia.

#discuss #mentalhealth #productivity #softwaredevelopment

3 min read

Cover image for Your "Scalable Architecture" is Killing Your Startup. (Perspective from a "Cage-Break" Year)

shambhavi525-sudo

Jan 25

Your "Scalable Architecture" is Killing Your Startup. (Perspective from a "Cage-Break" Year)

3 min read

Cover image for The Junior Developer is Dying. Here’s How to Survive the AI Purge.

shambhavi525-sudo

Jan 4

The Junior Developer is Dying. Here’s How to Survive the AI Purge.

2 min read

shambhavi525-sudo

Jan 4

Why Edge AI Research Needs Field Validation: Lessons from Replicating MIT CSAIL

#ai #computerscience #deeplearning #performance

2 min read

Cover image for 💡 The Engineer's Toolkit: How to Shrink and Accelerate Transformer Models for Edge AI

shambhavi525-sudo

Dec 14 '25

💡 The Engineer's Toolkit: How to Shrink and Accelerate Transformer Models for Edge AI

#webdev #programming #ai #productivity

2 min read

Cover image for I Took a 255MB BERT Model and SHRANK it by 74.8% using ONNX (It Now Runs OFFLINE on ANY Phone!)

shambhavi525-sudo

Dec 11 '25

I Took a 255MB BERT Model and SHRANK it by 74.8% using ONNX (It Now Runs OFFLINE on ANY Phone!)

#mobile #performance #deeplearning #ai

1 min read

shambhavi525-sudo

Dec 11 '25

I Took a 255MB BERT Model and SHRANK it by 74.8% (It Now Runs OFFLINE on ANY Phone!)

1 min read

shambhavi525-sudo

Nov 21 '25

5 Programming Secrets Learned The Hard Way (That AI Still Can't Teach You)

3 min read

shambhavi525-sudo

Nov 21 '25

The AI Entropy Crisis: Model Collapse Will Destroy Future LLMs

2 min read

shambhavi525-sudo

Nov 16 '25

My AI Wrote a Feature. I Just Spent 3 Hours Debugging the Prompt

#discuss #softwaredevelopment #productivity #ai

2 min read

shambhavi525-sudo

Nov 16 '25

🤫 The Teacher's Secret: How TinyBERT Learns to Cheat Its Way to High Performance

2 min read

shambhavi525-sudo

Nov 9 '25

🍮 The Ultimate Hackathon Heist: I Cloned OnlyFans... for Flan

1 min read

shambhavi525-sudo

Nov 8 '25

I Used AI to Bridge the Accessibility Gap for Millions of People in India (Project A.I.D.)

#showdev #ai #a11y #machinelearning

2 min read

shambhavi525-sudo

Nov 7 '25

My Codebase Has BUGS Because I’m Sad: The Chart.js Tool That Proves Mood is Your Best Debugger

1 min read

shambhavi525-sudo

Nov 7 '25

The Death of CSS Frameworks? How I Generated Traditional Indian Art with Pure HTML Canvas (Zero Bloat, Perfect Performance)

1 min read

shambhavi525-sudo

Nov 6 '25

🗺️ Engineering for Emergencies: How to Build a Real-Time Disaster Route Finder with Open Source Mapping

#tutorial #opensource #softwareengineering #webdev

3 min read

shambhavi525-sudo

Nov 6 '25

🎧 The Silent Crisis: Using Speech Recognition and Sentiment AI for Real-Time Emotional Support

#showdev #ai #mentalhealth #machinelearning

2 min read

shambhavi525-sudo

Nov 5 '25

I Coded a Digital ID System for 450M People (Using ONLY My Mom's Phone & GitHub)

2 min read

shambhavi525-sudo

Nov 5 '25

How do you handle the Cold Start Problem for a semantic knowledge graph? (TF-IDF vs. Fine-Tuned BERT)

#discuss #ai #architecture #machinelearning

1 min read

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Pinned

The Truth About Open Source: It's Intimidating (Until You Start)

I Built 8 Projects While Teaching Myself to Code From a BSF Campus in Rural India

From Fact-Checking to Planet Hunting: My Newest Adventure! 🚀✨

Want to connect with shambhavi525-sudo?

Let’s Architect the Future of Neurodiversity. Open Call for Ideas, Pain Points, and Devs. Building for ADHD, Autism, & Dyslexia.

Your "Scalable Architecture" is Killing Your Startup. (Perspective from a "Cage-Break" Year)

The Junior Developer is Dying. Here’s How to Survive the AI Purge.

Why Edge AI Research Needs Field Validation: Lessons from Replicating MIT CSAIL

💡 The Engineer's Toolkit: How to Shrink and Accelerate Transformer Models for Edge AI

I Took a 255MB BERT Model and SHRANK it by 74.8% using ONNX (It Now Runs OFFLINE on ANY Phone!)

I Took a 255MB BERT Model and SHRANK it by 74.8% (It Now Runs OFFLINE on ANY Phone!)

5 Programming Secrets Learned The Hard Way (That AI Still Can't Teach You)

The AI Entropy Crisis: Model Collapse Will Destroy Future LLMs

My AI Wrote a Feature. I Just Spent 3 Hours Debugging the Prompt

🤫 The Teacher's Secret: How TinyBERT Learns to Cheat Its Way to High Performance

🍮 The Ultimate Hackathon Heist: I Cloned OnlyFans... for Flan

I Used AI to Bridge the Accessibility Gap for Millions of People in India (Project A.I.D.)

My Codebase Has BUGS Because I’m Sad: The Chart.js Tool That Proves Mood is Your Best Debugger

The Death of CSS Frameworks? How I Generated Traditional Indian Art with Pure HTML Canvas (Zero Bloat, Perfect Performance)

🗺️ Engineering for Emergencies: How to Build a Real-Time Disaster Route Finder with Open Source Mapping

🎧 The Silent Crisis: Using Speech Recognition and Sentiment AI for Real-Time Emotional Support

I Coded a Digital ID System for 450M People (Using ONLY My Mom's Phone & GitHub)

How do you handle the Cold Start Problem for a semantic knowledge graph? (TF-IDF vs. Fine-Tuned BERT)