@cropsgg
Achyut Mukund
@cropsgg
Hey
Hey
Chennai, India
GitHub
GitHub
483
contributions in the last year
Oct
S
M
T
W
T
F
S
Sep
30
stars earned
52
repositories
13
followers
Top Projects
Top Projects
Introducing GeneForge: Your All-in-One Lab Assistant for Next-Gen Gene Editing! 🧬� Key Features: AI-Powered CRISPR Optimization 🤖🔬: Harnessing artificial intelligence, GeneForge predicts the most effective guide RNA sequences, enhancing the precision and safety of gene edts. This leads to more accurate targeting, minimizing off-target effects and ensuring reliable outcoes. IoT-Driven Lab Environment Monitoring 🌡️📡: - Equipped with IoT sensors, GeneForge continuously monitors lab conditions such as temperature and humdity. - Maintaining optimal environmental parameters is crucial for the success and reproducibility of sensitive experients. *Secure Data Management with Aptos Blockchain 🔐📊: Utilizing Aptos blockchain technology, GeneForge ensures secure and transparent management of samples, experimental data, and intellectual poperty. Smart contracts automate access control and workflow processes, enhancing efficiency and scurity. Interactive Chatbot Support 💬🧑�: An integrated chatbot provides instant assistance, answering queries related to protocols, data analysis, and platform functonalitis. This feature streamlines operations, allowing researchers to focus more on their eperiments. Addressing Critical Challenges: Enhanced Precision in Gene Editing🎯: By integrating AI, GeneForge significantly improves the accuracy of CRISPR edits, which is vital for developing treatments for complex diseases ike cancer. Comprehensive Data Integratio 📈: Combining genomic information with real-time environmental data offers a holistic view of experimental conditions, leading to more reliable and reproducble results. Robust Data Security and Complianc 🛡️: The implementation of blockchain technology provides a tamper-proof system for managing sensitive data, addressing concerns related to data integrity and unauthrized access.
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.