Technology3 min read
FROM AUTONOMOUS TO AUTONOMY
WHEN AI LEARNS TO EVOLVE ITSELF
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Building systems, exploring ideas, and creating things that matter
I'm a curious builder exploring technology, entrepreneurship, and systems thinking through projects, experiments, and continuous learning.
Currently Building
Risk Prediction in Supply Chain Logistics
Learning
AI-Powered Workflow Automation
Physical Training
21K in under 150 mins
THE PERSON BEHIND THE BUILD
Yash Jadhav
Builder · Learner · Explorer
“I like turning curiosity into things — sometimes through code, sometimes through ideas, and sometimes by simply trying something new.”
Why I Build
My approach to building is rooted in curiosity, continuous learning, and a genuine desire to create value.
Solve Real Problems
I build products that address genuine pain points. Technology should make life better, not complicated.
Learn Constantly
Building is the best way to learn. Every project teaches me something new about design, engineering, and myself.
Create Impact
I believe in using technical skills to create positive change. Small wins compound into meaningful progress.
Things I've Built
A selection of projects I'm proud of. Each one told a unique story about building, shipping, and learning from real users.
Challenge
Built a personal website with Next.js, Tailwind CSS, and Framer Motion featuring my portfolio, blog, and projects.
Approach
Created a hub for my personal brand that helps visitors explore my work and connect with me.
Outcome
The website serves as a central hub for my personal brand, allowing visitors to explore my work, read my thoughts, and connect with me. It has received positive feedback from peers and potential collaborators.
Key Learning
A personal website is more than a portfolio—it's a way to tell your story and reflect your personality through design and development.
Technologies
Next.jsTailwind CSSFramer MotionReact
Challenge
AI-assisted diabetic retinopathy screening and progression-risk assessment.
Approach
Combined EfficientNet-B0 retinal classification with Random Forest clinical risk prediction, exposed through FastAPI and presented through a Next.js dashboard.
Outcome
~81% validation F1 for DR classification and 76% test accuracy/F1 for risk prediction, with automated clinical recommendations and PDF reporting.
Key Learning
End-to-end ML deployment, FastAPI, Next.js integration, model serving, interpretability, and production debugging.
Technologies
Next.jsReactTailwind CSSFastAPIPyTorchscikit-learnCNN
Challenge
Build a database-driven system to manage products, inventory, warehouses, and orders with data integrity.
Approach
Created a normalized MySQL database, implemented CRUD operations in Python, and developed a Tkinter-based GUI.
Outcome
Delivered a desktop app with secure login, inventory and order management, low-stock alerts, and MySQL integration.
Key Learning
Strengthened skills in database design, GUI development, and user-focused system design.
Technologies
PythonMySQLTkinterERDPlus
Challenge
Build a lightweight system for hyperlocal flood risk assessment using real-time weather data with offline reliability.
Approach
Developed a Flask application with rule-based flood risk scoring, live radar maps, reverse geocoding, Telegram alerts, and synthetic data fallback.
Outcome
Delivered a prototype providing real-time flood risk analysis, interactive rainfall visualization, and automated alerts.
Key Learning
Improved skills in API integration, geospatial visualization, risk modeling, fault-tolerant system design, and full-stack web development.
Technologies
PythonFlaskJavaScriptHTMLCSSTelegram APIOpenWeatherMap API
Ideas & Insights
Thoughts on building, self-improving systems, and artificial intelligence.
What I'm Optimizing For
Long-term pursuits that define who I want to become. These aren't goals to check off—they're directions I'm moving toward.
Thinking in Systems
Understanding how complex systems work—from technology to organizations to ecosystems. Seeing patterns is how great decisions get made.
In Progress
Building Meaningful Products
Not everything needs to scale. I want to build things that solve real problems for real people and create lasting impact.
In Progress
Running My First Marathon
Physical endurance mirrors mental resilience. Training teaches discipline, consistency, and the power of incremental progress.
In Progress
Staying Curious
The moment I stop asking questions is the moment I stop growing. Curiosity is the compass that guides me toward new frontiers.
In Progress
Beyond the Screen
Life is more than code. These are the things that keep me grounded, curious, and human. They inform how I build and who I am.
Lifting
Progressive overload applied to life. Strength builds character.
Running
Solitude in motion. Where thoughts settle and clarity emerges.
Swimming
Complete immersion. A meditative escape from the digital world.
Football
The beautiful game. Strategy, teamwork, and the thrill of the moment.
Books
The original internet. Wisdom from minds across centuries.
Music
The universal language. A soundtrack to everything that matters.
Sketching
Thinking with a pencil. Where ideas take their first visual form.
Photography
Capturing light and moments. A different way to observe the world.
Let's Connect
I'm always interested in meeting curious builders, discussing ideas, and exploring opportunities to collaborate. Reach out if you want to chat about anything.
Send me an Email
Or connect with me on social media below
Currently interested in: AI, startups, developer tools, and building in public.