I'm a passionate Data Scientist currently pursuing B.Tech in Computer Science and Engineering at Amity University (CGPA: 8.96). I specialize in building intelligent systems that solve real-world problems, from agentic chatbots to fraud detection systems.

Currently working at Probo where I've built systems that:

• 🤖 Created an agentic chatbot outperforming tools like Perplexity
• 📈 Generated 400K+ impressions with AI-powered trend detection
• 💰 Uncovered ₹1.5Cr+ in dormant funds and recovered ₹1Cr from fraud
• 🎯 Achieved 11% MAPE in time-series forecasting

• Built AskProbo: LLM-powered trend detection system generating 400K+ impressions
• Developed Drishti: Event insights engine scaled to millions of users
• Created fraud detection workflows recovering ~₹1Cr in misused funds
• Engineered analytics pipeline uncovering ₹1.5Cr+ dormant user funds
• Built time-series forecasting model with 11% MAPE accuracy

• Optimized service desk processes, reducing manual efforts by 90%
• Deployed NLP models achieving 98-99% accuracy on real-time datasets
• Secured management approval for innovative product idea

• Built proprietary dataset of 800+ industrial structure images
• Developed ML models achieving 93% mAP@50 score
• Improved real-time accuracy by 30% through automated camera feeds

• 🧠 Deep Learning & Neural Networks
• 🔄 Reinforcement Learning
• 🗣️ Natural Language Processing
• 🔍 Computer Vision
• 📊 Time Series Analysis
• 🤖 LLM & Transformer Models

• 98.2% accuracy in stock price forecasting using reinforcement learning
• Optimized analysis speed from 1-2 minutes to 10-11 milliseconds
• Automated trading bot with 1.5x profit capability
• Technologies: Python, RL, Time Series Analysis, Financial APIs

• ML model predicting diseases with 91% accuracy
• Knowledge base covering 81 diseases and 27 symptoms
• Medical data scraped from trusted healthcare sources
• Technologies: Machine Learning, Web Scraping, Healthcare APIs

• Healthcare application for remote areas
• 20 calorie levels with personalized diet plans
• Real-time health monitoring and progress tracking
• Technologies: Mobile Development, Health APIs, Data Analytics

1. "An Improved Deep Learning Model Implementation for Pest Species Detection" - Springer
2. "Revolutionary Dehazing Advances: A Comparative Study" - Springer
3. "Unraveling the Potential of Knowledge Graphs and Graph Neural Networks" - IEEE

B.Tech Computer Science and Engineering
Amity University Uttar Pradesh (Sep 2021 - June 2025)

• CGPA: 8.96/10
• Full Merit Scholarship Recipient

• 🏆 Built systems generating 400K+ impressions on social media
• 💰 Recovered ₹2.5Cr+ through analytics and fraud detection
• 🤖 Developed chatbot outperforming industry-standard tools
• 📈 Achieved 98%+ accuracy in multiple ML deployments
• 📚 3 published papers in top-tier conferences
• 🎓 Full Merit Scholarship recipient

• 🔭 Building next-generation AI agents and LLM applications
• 🌱 Exploring advanced reinforcement learning techniques
• 👯 Open to collaborating on innovative AI/ML projects
• 💬 Ask me about Deep Learning, NLP, or Financial ML

I'm always excited to discuss AI, data science, and innovative tech solutions. Feel free to reach out for collaborations, discussions, or just a friendly chat about technology!

📧 Email: shreyas.garain@gmail.com
🔗 LinkedIn: shreyas-om

"Turning data into intelligent decisions, one algorithm at a time."