Kamayani
Jaipur, Jaipur Division, Rajasthan, India
Experience: 0 years
Open to: Full-Time
Education: Masters
Availability: Within 30 Days
Skills: Jupyter Notebooks, LLMs/ChatGPT, Matplotlib, MongoDB, MySQL, NumPy, pandas, PostgreSQL, Power BI, Problem Solving, Python3, scikit-learn
Previously worked at: IT Service Companies
Assessment Score: 50
- Educational Background
Completed an Advanced Programming Professional & Master Data Science certification from IITM-GUVI in 2024. Holds a Certificate in Public Policy and Management from IIM Udaipur and a Master of Arts degree from Rajasthan University, with a B.Tech in Computer Science & Engineering from Amity University Rajasthan. - Professional Experience in Data Science
Gained extensive experience as a Mahatma Gandhi National Fellow at the Ministry of Skill Development and Entrepreneurship, where she developed annual district skill development plans, analyzed data, and created targeted strategies, resulting in a 20% increase in program engagement and supporting over 4,000 candidates. - Data Science and Machine Learning Expertise
Skilled in machine learning, natural language processing, deep learning, and predictive modeling, with hands-on experience in building complex models and solutions such as crime analyzers, price predictors, and LangChain chatbots. - Project Experience in Predictive Analytics and Modeling
Led the development of a crime analysis and prediction system with 85% accuracy, built a flat price predictor with a 95% accuracy rate using regression modeling, and created a LangChain-based chatbot that optimized data retrieval and user interaction using LLaMA2 and RAG models. - Technical Skills and Tools Proficiency
Proficient in Python, SQL, and tools such as Power BI, Streamlit, LangChain, and Plotly. Experienced in using advanced machine learning algorithms, model optimization techniques, and APIs to enhance system performance and data insights. - Volunteer Work and Achievements
Active member of the GUVI Geek Network, where she contributed to developing an urbanization planning portal, a unified ticketing system, and a tourism chatbot. Winner of the Ideathon event in May 2024, showcasing her problem-solving and development capabilities.