"Building the world's first autonomous AI platform for global solar optimization, protection, and monetization."
NovaSolar AI GitHub Repo Notebook v1.0.0
| Feature | Description | Status |
|---|---|---|
| ๐ฎ AI Forecasting | LSTM deep learning โ 24h solar output prediction | ๐ข 80% |
| ๐ ๏ธ Predictive Maintenance | Fault detection & anomaly recognition | ๐ก 60% |
| ๐ก IoT Integration | Real-time sensor data pipelines | ๐ก In Progress |
| ๐ Smart Dashboard | Live monitoring UI | ๐ต Planned |
| ๐ฐ Energy Monetization | Peer-to-peer solar trading | ๐ต Planned |
avijit = { "name" : "Avijit Saha Apu", "role" : ["AI/ML Developer", "Founder", "Researcher"], "company" : "NovaSolar AI โ๏ธ", "mission" : "Build the world's first autonomous AI platform for solar energy", "contact" : "avijitsahaa236@gmail.com", "open_to" : ["Collaborations", "Research Projects", "Internships"] }
๐ข NovaSolar AI โ AI Forecasting Engine [โโโโโโโโโโ] 80%
๐ก Predictive Maintenance Module [โโโโโโโโโโ] 60%
๐ก Academic Thesis [โโโโโโโโโโ] 50%
๐ Smart Dashboard (UI) [โโโโโโโโโโ] 30%
๐ต Research Paper / Publication [โโโโโโโโโโ] 20%
๐ต Energy Monetization Module [โโโโโโโโโโ] 15%
๐ต Production Deployment [โโโโโโโโโโ] 10%
๐ค AI / Machine Learning
Python TensorFlow PyTorch scikit-learn Keras OpenCV HuggingFace
๐ Data Science
Pandas NumPy Matplotlib Plotly Jupyter
๐ Web & Backend
FastAPI Flask Django Node.js JavaScript React HTML5 CSS3
๐ก IoT & Embedded
Raspberry Pi Arduino MQTT ESP32
๐ ๏ธ DevOps & MLOps
Git GitHub Docker Kubernetes MLflow VS Code Linux
| ๐ Title | ๐๏ธ Venue | ๐ Year | ๐ Status |
|---|---|---|---|
| A Comparative Review on Stock Market Prediction Using AI | MJSAT, Vol. 4, No. 4 | 2024 | ๐ข Published |
| AI-Driven Solar Energy Forecasting using LSTM Networks | Thesis โ University | 2026 | ๐ก In Progress |
| Predictive Maintenance for Photovoltaic Systems using Deep Learning | Conference Paper | 2026 | ๐ต Planned |
| Autonomous IoT Pipeline for Real-Time Solar Monitoring | Journal Article | 2026 | ๐ต Planned |
| ๐ Certification | ๐ข Issuer | ๐ Year |
|---|---|---|
| Machine Learning Specialization | Coursera / DeepLearning.AI | 2024 |
| Deep Learning Specialization | Coursera / DeepLearning.AI | 2024 |
| Python for Data Science | IBM / Coursera | 2023 |
| IoT Fundamentals | Cisco Networking Academy | 2023 |
| AWS Cloud Practitioner | Amazon Web Services | 2024 |
Email GitHub LinkedIn Twitter ResearchGate
๐ฌ Feel free to reach out for: Collaboration on AI/Energy projects | Research discussions | Startup ideas | AI consultations