About
Computer Science engineer specializing in AI & ML, with hands-on experience in machine learning, NLP and generative AI concepts. Built end-to-end ML solutions in healthcare prediction and IoT, from feature selection and hyperparameter tuning to deploying a real-time clinical decision-support web application. Skilled in Python, scikit-learn and data visualization.
Projects3
Conversational AI Based on a Custom LLM Using Bhagavad Gita, Vedas, Puranas, and Indian History
Developed a conversational AI grounded in the Bhagavad Gita, Vedas, Puranas and Indian history, using a multilingual (Sanskrit, Hindi, English) corpus and a transformer-based LLM with a semantic alignment module. Achieved BLEU 0.82, ROUGE-L 0.79, and perplexity 12.6; domain experts rated philosophical fidelity 4.6/5 and contextual correctness 4.4/5. A user study (n=50) showed 92% found responses culturally relevant and 87% reported better understanding of scriptural concepts.
- Python
- NLP
- LLMs
- Prompt Engineering
Cancer Prediction with Gene Expression Data
Built a hybrid prediction model combining machine learning with biological gene expression information. Trained and compared Logistic Regression, Random Forest, and Support Vector Machine classifiers on selected features. Applied cross-validation to tune hyperparameters. Deployed the model as a user-friendly clinical decision support web application delivering real-time predictions to aid physicians.
- Python
- scikit-learn
- Pandas
- NumPy
- Web Application
Automatic Irrigation System for Small Irrigation Fields
Designed an autonomous, solar-powered irrigation system integrating IoT sensors (humidity and water level) and machine learning to predict rain and automate irrigation decisions. Reduced dependence on grid energy and minimized manual intervention, supporting efficient and sustainable water use.
- IoT
- Sensors
- Machine Learning
- Python
Education3
Bachelor of Engineering
2022 — 2026Chandigarh University, Gharuan
Computer Science (Specialization in AI & ML)
Intermediate
2020 — 2022Sri Chaitanya, Telangana
Matriculation
2019 — 2020Sri Chaitanya, Telangana