Hi there! I'm Kalyani Kumar.Akula, a passionate learner transitioning from a teaching background into the world of Data Science and Machine Learning.

I was pursuing advanced certifications in Generative AI and Data Science with Edureka (IIT Guwahati), from 2024 through June 2025. Alongside this learning, I was join in CHRIS TECH SYSTEMS and I’ve gained hands-on experience as a Data Science Intern at CHIRS TECH Systems, Unified Mentor, and SkillFied Mentor.

During these internships, I worked on end-to-end data science pipelines including data cleaning, exploratory data analysis (EDA), feature engineering, model evaluation, and building NLP-based sentiment analysis and regression models. I also explored Generative AI techniques like prompt engineering and NLP automation, applying them to deliver business-focused solutions.

With over 7 years of teaching experience before 2015, I bring strong communication and problem-solving skills to my data projects. My academic background in biological sciences and computer applications gives me an interdisciplinary mindset that helps in tackling real-world business challenges with data-driven strategies.

I am committed to continuous learning and passionate about applying AI, machine learning, deep learning, and Generative AI to create impactful, intelligent solutions. 🚀

• Data Science Internships at CHIRS TECH Systems, Unified Mentor, SkillFied Mentor
• Advanced Data Science and AI (Edureka LED Training Institute ( IIT Guwahati)
• Generative AI, Machine Learning, Deep Learning, Python Programming, Tableau, Power Bi

Languages: Python, SQL (Basics), C
Libraries: Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, Streamlit
Tools: Jupyter Notebook, VS Code, Power BI, Git, Excel
Others: Data Analysis, Machine Learning, NLP, Deep Learning (Basic), ETL Workflows, Data Warehousing

• Advanced Certificate Program in Data Science with Python
• Generative AI Master Program
• Data Warehousing Certification Training
• Machine Learning & Deep Learning (in progress)

After 7 years in teaching, I’m now focused full-time on Data Science, combining strong communication and analytical skills with technical expertise.

• 🔗 Customer Churn Prediction (EDA + ML Models)
• 🔗 Medical Insurance Cost Prediction:https://github.com/KalyaniKumar-amar/Medical-Insurance-Cost-Prediction
• 🔗 YouTube Channel Performance Dashboard:https://github.com/KalyaniKumar-amar/sequences-and-file-operations
• 🔗 Movie Recommendation System – MyNextMovie
• 🔗 TCS Stock Forecasting with ARIMA, LSTM
• 🔗 Microsoft Certifications Data Model (SQL + PPT)
• 🔗 Sentiment Analysis with NLP (Internship Project)
• Iris Classification:https://github.com/KalyaniKumar-amar/Medical-Insurance-Cost-Prediction/blob/main/Iris%20Classification%20Project.ipynb

✉️ Email: [[email protected]]
💼 LinkedIn: [linkedin.com/in/kalyani-kumar-15a85a270]