- 🎓 Computer Science (Data Science) student at New Horizon College of Engineering
- 💡 Interested in data engineering, machine learning and real-world data-driven applications
- 📊 Worked on projects involving prediction systems and NLP-based platforms
- ⚙️ Experience with model building, data processing, and deploying ML apps
- 🌱 Exploring practical ML use cases and improving problem-solving skills
- Built LightGBM model (93.5% weighted F1-score) outperforming RF & Logistic Regression
- Engineered temporal + weather-based features; handled imbalance with SMOTE
- Deployed Streamlit app with real-time predictions & SHAP explainability 👉 https://github.com/flimsycelery/Surge-Fare-Predictor
- Built semantic skill-matching using Sentence Transformers
- Designed NLP-based matchmaking algorithm using cosine similarity
- Backend with Flask, MongoDB, and real-time communication 👉 https://github.com/flimsycelery/SkillEx
- RESTful backend for authentication, products, and orders
- Designed scalable API structure with clean architecture 👉 https://github.com/flimsycelery/Ecommerce-API
- NLP-based analysis of sentiment and culture patterns
- Applied text processing, embeddings, and classification 👉 https://github.com/flimsycelery/Comment-Culture-Analyzer
- Microsoft DP-600 (Fabric Analyst)
- Microsoft DP-700 (Fabric Data Engineer)
- Microsoft DP-900 (Azure Data Fundamentals)
- Oracle OCI 2025 Generative AI Professional
- Oracle OCI 2025 AI Foundations Associate
