Jairam Margam Portfolio MSDS Graduate & Data Science Enthusiast Driving Decisions with AI & Analytics
Welcome to the Jairam Margam Portfolio – a comprehensive showcase of my data science journey. I'm a co-founder of JaiVibe and an MSDS graduate based in Hyderabad. With a passion for solving complex problems using Machine Learning, AI, and data visualization, I aim to transform raw information into actionable business decisions.
Dive into my projects, explore my education, or connect with me for collaboration.
About Jairam Margam – Data Science Portfolio & MSDS Graduate
Welcome to the About Jairam Margam section – a brief overview of my background, skills, and ambitions in data science. I'm Jairam Margam, Co-Founder of JaiVibe Group and a recent graduate in Mathematical Sciences with Data Science (MSDS) from Osmania University, Hyderabad.
My data science portfolio demonstrates proficiency in Machine Learning, Data Visualization, Deep Learning, and AI-based Analytics. I have experience solving real-world problems using tools like Python, SQL, Power BI, and platforms such as Jupyter and Colab. My tech stack includes Scikit-learn, TensorFlow, and spaCy.
Projects in my portfolio range from spam detection and customer churn prediction to NLP sentiment analysis, designed to deliver business impact. I value continuous learning and enjoy tackling analytical challenges. You can explore more on my Skills and Education sections, or connect with me for collaboration or freelance opportunities.
I'm committed to transforming raw data into informed decisions. This portfolio reflects my journey in becoming a proficient data scientist and the vision I carry forward.
Jairam Margam Data Science Skills & Technical Stack
Explore the key technologies and tools featured in the Jairam Margam Data Science Portfolio. As a Hyderabad-based MSDS graduate, I've cultivated a diverse skillset that combines academic knowledge with real-world data science projects. These technical capabilities support business intelligence, automation, and advanced analytics.
Programming Languages
- Python (Pandas, NumPy)
- SQL (Advanced Queries)
- R (Statistical Analysis)
Data Analysis
- Exploratory Data Analysis
- Data Cleaning & Wrangling
- Feature Engineering
Data Visualization
- Power BI / Tableau
- Matplotlib / Seaborn
- Plotly / Dash
Machine Learning
- Regression & Classification
- Ensemble Methods
- Model Evaluation Metrics
Deep Learning
- Neural Networks (ANN, CNN, RNN)
- TensorFlow / PyTorch
- Computer Vision Basics
Tools & Platforms
- Jupyter / Google Colab
- Git / GitHub
- Docker / AWS Basics
Skill Proficiency – Jairam Margam Data Science Expertise
Jairam Margam Data Science Projects – Portfolio in Action
Dive into selected Jairam Margam Data Science Projects—showcasing real-world solutions built using Python, NLP, and Machine Learning. These portfolio projects reflect hands-on expertise in model development, data analysis, and deployment using industry tools and frameworks.
Customer Churn Prediction
Forecasted customer churn using ensemble models like XGBoost and SVM. Applied end-to-end lifecycle from exploratory data analysis to deployment on Flask.
- ROC-AUC Score of 0.92 on test data
- SHAP for model explainability
- Web deployment enabled
Email Spam Detection System
Designed an NLP pipeline using TF-IDF and Naive Bayes to classify email spam. Integrated with API for real-time predictions and spam filtering.
- 97% test accuracy
- Text preprocessing + lemmatization
- API integration for automation
Product Sentiment Analysis
Scraped and analyzed Amazon product reviews using TextBlob and VADER for opinion mining. Created visual dashboards with Power BI for actionable sentiment insights.
- Scraped 5,000+ reviews
- Dual sentiment scoring (TextBlob + VADER)
- Interactive Power BI dashboard
Sales Forecasting Model
Built a time-series forecasting model to predict weekly sales for retail stores using ARIMA and Prophet.
- 90% accuracy on validation
- Data transformation & feature engineering
- Matplotlib/Seaborn for visualization
COVID-19 Dashboard
Developed an interactive dashboard to track COVID-19 cases globally using Dash and Plotly.
- Live data updates
- Visual analytics with graphs
- Responsive layout
AI Chatbot
Created a conversational AI chatbot using Rasa and integrated it into a business website for lead handling.
- Intent classification
- Integrated FAQ system
- Real-time messaging
Jairam Margam Data Science Education & Certifications
The academic path and certifications that shaped the Jairam Margam Data Science Portfolio are detailed below. These achievements reflect my commitment to learning and applying data-driven techniques, from foundational theory to hands-on implementation. Continue reading on the Jairam Data Science Blog or explore professional contributions at JaiVibe.com.
B.Sc. in Mathematical Sciences with Data Science
2022 – 2025 (Expected)Core modules include Machine Learning, Python programming, SQL databases, statistical modeling, and business data visualization using modern tools. This academic framework forms the basis of my data analytics and AI knowledge.
Certifications in Data Science Tools
2023 – 2024Python for Data Science
Handled real-time projects using Pandas, NumPy, and applied analytics workflows.
SQL for Analytics
Developed complex queries to extract and interpret relational data sets.
Power BI Visualization
Designed business intelligence dashboards using Power BI with DAX functions.
Machine Learning
Built supervised and unsupervised models; deployed using pipelines.
Contact Jairam Margam – Let’s Collaborate
Looking to hire a skilled data scientist or collaborate on analytics-driven projects? Feel free to connect through email or my online profiles. I'm actively exploring roles in AI, ML, business intelligence, and academic partnerships—locally in Hyderabad or remote worldwide. Your message is always welcome.
Based In
Hyderabad, Telangana
Open to both remote & hybrid work opportunities