Ilamugil
Bengaluru, Bangalore Division, Karnataka, India
Experience: 2 years
Open to: Full-Time
Education: Bachelors
Availability: Immediate
Skills: Django, GCP, Java, JavaScript, Jira, Jupyter Notebooks, LLMs/ChatGPT, Matplotlib, MongoDB, MSSQL, MySQL, NumPy, pandas, Power BI, Python, Python3, PyTorch, scikit-learn, TensorFlow, Visual Basic
Previously worked at: Startups
Assessment Score: 100
- Professional Experience: Data Science and AI Intern with hands-on experience in building machine learning models for predicting medical insurance costs, housing prices, and sales forecasts. Improved fraud detection systems, customer segmentation, and predictive models for diseases like Parkinson’s and diabetes, achieving a 15-20% increase in model efficiency and prediction accuracy.
- Academic Background: Completed a Bachelor of Engineering in Computer Science and Engineering with a CGPA of 8.15 from Nandha College of Technology, with a solid foundation in AI, machine learning, and data analysis.
- Technical Skills: Proficient in Python, SQL, Java, and JavaScript. Skilled in machine learning frameworks like TensorFlow, PyTorch, and Keras, along with tools such as Jupyter Notebook, VS Code, MySQL, Power BI, and Jira. Experience in deploying models using Flask and FastAPI.
- Project Work: Developed and optimized a Transformer-based text classification pipeline using FastAPI and MLFlow, enhancing model efficiency by 15%. Created an ad creative recognition system using deep learning and OpenCV with 76.61% accuracy, and built a real-time drowsiness detection system achieving 89% accuracy in driver monitoring.
- Certifications: Completed certifications in Supervised Machine Learning, Artificial Intelligence Fundamentals from IBM, Python Essentials from CISCO, and SQL (Basic, Intermediate, Advanced). Additional training in machine learning and AI tools like Azure, GCP, and Large Language Models.
- Extracurricular and Additional Skills: Active participation in developing AI-driven solutions for various domains such as healthcare and driver safety. Proven ability to collaborate using Agile methodologies, with demonstrated leadership in creating tools that improve efficiency by up to 30%.