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RONIT RAJ

@ronit_raj

I'm a second-year student at IIIT Gwalior, deeply passionate about merging AI, mathematics, and scientific computing to address complex challenges.

I'm a second-year student at IIIT Gwalior, deeply passionate about merging AI, mathematics, and scientific computing to address complex challenges.

Skill iconPython
Machine Learning
Deep Learning

Gwalior, India

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Top Projects

Top Projects

Project Image
GeneTrust

Empowering Precision Gene Editing with AI 🤖, IoT 🌐, and Blockchain 🔗 – All in One Platform 💻✨

🧬 Gene Editing & Its Challenges Gene editing, especially using CRISPR-Cas9, offers huge potential to treat genetic diseases, improve crops 🌾, and unlock breakthroughs in biology 🧪. However, the path from idea to successful gene edits is challenging—it has significant hurdles: Designing Effective Guide RNAs 🧬✂️: Finding the right guide RNA is tricky—small mistakes can lead to unintended edits (off-target effects), which may cause more harm than good. Maintaining Optimal Lab Conditions 🌡️💧: Gene editing experiments are very sensitive. Small changes in temperature or humidity can affect results, making experiments hard to reproduce reliably. Ensuring Data Integrity and Security 🔒📊: Genomic data is sensitive and valuable. Keeping this data secure, traceable, and trustworthy is a challenge, especially when shared among researchers. 🚀 Our Solution: GeneTrust GeneTrust combines cutting-edge AI (powered by Groq 🚀), IoT sensors 📡, and blockchain 🔗 into one platform to make gene editing easier, safer, and faster: AI-Powered CRISPR Optimization 🧠✨: GeneTrust uses a specially-tuned DNABERT model, enhanced with Groq’s fast inference, to predict the best guide RNA sequences. This boosts precision, minimizing unwanted edits. IoT-Driven Lab Monitoring 🌡️📲: With real-time sensors, GeneTrust continuously checks lab conditions like temperature, humidity, and air quality to ensure lab conditions are met . Secure Data Management with Blockchain 🔒🔗: GeneTrust uses smart contracts on Base blockchain to create a secure, transparent record of data. It tracks genetic samples, records outcomes immutably, manages access to genomic data, and automates workflows for trust and security. Real-Time Assistance with Groq AI 🤖⚡: GeneTrust integrates Groq's powerful models to quickly interpret lab instructions, explain blockchain processes, and provide immediate insights from sensor data.

GeneTrust - Picture 1
GeneTrust - Picture 2