Projects that brought ideas to life

A collection of work where curiosity met code — spanning products, experiments, and collaborations that made a real impact.

Published

Pediatric Bone Age Prediction4.39 MAE | RViT v2

• Built a two-stage model combining CNN and Vision Transformer (ViT) • Achieved age classification before fine-tuned regression • Integrated advanced models like SVRVIT, RViT v2, and a Hybrid ViT-Swin-ConvNeXt • Best MAE: 4.39–6.63 months on RSNA dataset • Introduced gender embeddings and age-specific features for clinical-grade accuracy
#AI#Medical Imaging#Deep Learning
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Impact

iMoistureAI + Agriculture

• Predicted soil moisture from farm images using ML models • Eliminated the need for physical moisture probes • Boosted crop planning accuracy and yield predictability • Image preprocessing + regression improved performance in rural applications
#ML#Agriculture#Sustainability
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Live

Career RedesignedLive on Web

• Platform for resume grading, mock interviews, and letter writing • Integrated real-time resume comparisons with scoring metrics • Built using ReactJS, TailwindCSS, and Supabase backend • Supports students' career prep with clean UI and performance
#EdTech#WebApp#Supabase
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Production

TasGanesh Bill DeskAutomobile billing

• Full-stack garage billing system with service tracking • Built with React (frontend), Flask (API), PostgreSQL (DB) • Manages invoices, parts, service history with CRUD functionality • Simplifies daily garage operations and improves billing accuracy
#Full Stack#Billing#Automation
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Beta

PuneConnect NFC TransitSmart City Mobility

• NFC-based smart bus pass system using Flutter + Firebase • Supports contactless renewals and NFC cards/tags • Users can recharge from mobile, even without NFC phones • Aligns with UN SDGs for paperless, smart public transport
#IoT#Mobile#NFC
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Live

TaxSarthiLive | 10k+ Users

• Income tax portal for Pune Police with secure filing features • Used ReactJS, Firebase, Razorpay, APISetu integration • Enabled PAN/Aadhar auth and personalized ITR suggestions • Handled 10,000+ users with high satisfaction and efficiency
#GovTech#FinTech#React
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Research

AutoMedXMedical X-Ray Classifier

• Trained CNN model to detect Pneumonia, COVID-19, TB from X-rays • Used TensorFlow and Gradio on real-world datasets • Reduced diagnosis time by 40%, boosted accuracy by 25% • Accessible AI tool for frontline healthcare workers
#Healthcare#Deep Learning#X-ray
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