Real-time lane detection for autonomous tractors using YOLOv8
🔁 CSV export of trajectory | 📹 OpenCV integration | 🧠 AI vision module
📍 Enabled real-world path planning for semi-autonomous farming
🍏 3D apple localization using YOLOv8 + Intel RealSense
🧠 Fruit detection + robotic pick points estimation
📷 Real-time depth estimation for precise targeting
Web-based vehicle number plate recognition using Flask + OCR
🧾 Logs entries to SQL | 🔍 Search by car type, owner, time
📉 Reduced manual entry by 50%
Candidate hiring prediction using Decision Trees + Random Forests
📊 Trained on experience, education, internships & more
🖼 Visualized decision tree with Graphviz | 🤖 Robust predictions with Random Forest
- 📈 Built Python dashboards (Pandas, Matplotlib) for real-time machine data
- 🚜 Integrated YOLOv8 lane detection with semi-autonomous tractor platform
- 🧪 Improved recognition accuracy & analysis speed by 30%
- 🔄 Resolved billing issues using SAP T-codes (FB60, F110, AP110)
- 💳 Linked SAP with HDFC Bank – reduced errors by 40%
- 📊 Created monthly reports for finance automation
🎓 B.Tech – DS & AI, SRM University NCR (2020–2024)
🏫 12th – CBSE, Adarsh Jain School, Delhi (2020)
✅ Certifications:
- IBM Data Analysis with Python (Coursera)
- Python 101 for Data Science (Coursera)
- HTML, CSS, Bootstrap Workshop (SRM)
- Excel for Beginners (Coursera)
- ⚙️ 25% faster Python data scripts at CNH
- 📍 Real-time lane & object detection system for robotics
- 💰 SAP–HDFC integration for accurate, fast billing
- 📉 Improved data monitoring speed and automation
"Driven by curiosity. Powered by data. Focused on impact."