Working on AI systems and data-driven applications using Machine Learning, Deep Learning, NLP, and Computer Vision.
Focused on building practical projects, improving deployment skills, and developing production-ready AI solutions.
- 🎓 B.Tech IT Student at St. John College of Engineering and Management (Mumbai University)
- 🤖 Interested in Machine Learning, NLP, Computer Vision & Data Science
- 🧠 Building end-to-end AI applications from model training to deployment
- 📊 Skilled in data preprocessing, visualization, model evaluation, and API development
- 💡 Love solving real-world problems with AI-driven solutions
- 🔥 Solved 250+ LeetCode problems
- 📍 Palghar, Maharashtra, India
- Developed ML models for:
- Age Detection
- Car Color Classification
- Speech Emotion Recognition
- Worked on:
- Data preprocessing
- Feature extraction
- Model training & evaluation
- Used:
- Python
- TensorFlow
- Scikit-learn
- OpenCV
- Presented project methodologies, metrics, and real-world applications to mentors
- Built a Random Forest ML model to predict mobile addiction risk
- Developed an interactive Streamlit dashboard
- Used Plotly visualizations for real-time insights
- Implemented a complete end-to-end ML pipeline
- Developed a computer vision system for detecting and classifying car colors
- Applied image preprocessing using OpenCV
- Integrated deep learning models for improved prediction reliability
- Fine-tuned DistilBERT Transformer for emotion classification
- Categories:
- Anxiety
- Depression
- Normal
- Suicidal
- Built a FastAPI REST API for real-time predictions
- Used Hugging Face Transformers for tokenization
- Evaluated using:
- Accuracy
- Precision
- Recall
- F1-score
- Deployed using:
- Render
- Hugging Face Spaces (Gradio)
- Advanced Deep Learning
- Transformer Architectures
- MLOps Fundamentals
- Real-world Computer Vision Systems
- Production-level AI Deployment
- ✅ Solved 250+ LeetCode Problems
- 🔥 Completed 50 Days Coding Challenge
- 💡 Consistently building AI/ML projects with practical applications
- Machine Learning with Python
- Data Analysis with Python
- AI/ML Google Workshop Participant
- Machine Learning with Python Level 1
📧 Email: manekedar287@gmail.com