SHOWCASE
SHOWCASE
[01]
[01]
My Work
My Work
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A curated selection of data-driven projects showcasing expertise in analytics, machine learning, and data storytelling. Each project reflects a commitment to solving real-world problems through smart models and meaningful insights.
A curated selection of data-driven projects showcasing expertise in analytics, machine learning, and data storytelling. Each project reflects a commitment to solving real-world problems through smart models and meaningful insights.
IMDB Movie Analysis
Explored IMDB movie data to uncover what drives high ratings, focusing on factors like genre, duration, and budget. Used Excel for data cleaning, statistical analysis, and storytelling to provide insights for better decision-making in film production.
Analyzing the Impact of Car Features on Price and Profitability
Analyzed how various car features influence pricing and profitability to support strategic decisions in automotive product development.
Bank Loan Case Study
Explored loan application data to uncover patterns in customer defaults and support better lending decisions through data analysis.
Instagram User Analytics
Analyzed Instagram user data using SQL to generate actionable insights for marketing and product strategy.
Operation Analytics and Investigating Metric Spike
Utilized advanced SQL techniques to analyze operational efficiency and investigate anomalies in user engagement metrics.
Hiring Process Analytics
Used statistical analysis to evaluate and optimize hiring trends and processes in a multinational organization.
IMDB Movie Analysis
Explored IMDB movie data to uncover what drives high ratings, focusing on factors like genre, duration, and budget. Used Excel for data cleaning, statistical analysis, and storytelling to provide insights for better decision-making in film production.
Analyzing the Impact of Car Features on Price and Profitability
Analyzed how various car features influence pricing and profitability to support strategic decisions in automotive product development.
Bank Loan Case Study
Explored loan application data to uncover patterns in customer defaults and support better lending decisions through data analysis.
Instagram User Analytics
Analyzed Instagram user data using SQL to generate actionable insights for marketing and product strategy.
Operation Analytics and Investigating Metric Spike
Utilized advanced SQL techniques to analyze operational efficiency and investigate anomalies in user engagement metrics.
Hiring Process Analytics
Used statistical analysis to evaluate and optimize hiring trends and processes in a multinational organization.
Meet YourData Scientist
Meet YourData Scientist
My name is Tannu Antil and journey began with curiosity and evolved into a mission to help individuals and businesses make smarter, data-driven decisions. I've worked on real-world projects, from predicting ad views to optimizing loan approvals.I'm a passionate data enthusiast based in India, skilled in data analysis, SQL, Excel, and Python-based machine learning. I enjoy uncovering insights from complex datasets and turning them into actionable strategies.
Currently open to internships, freelance work, and collaborations โ if data can solve it, Iโm here to help!
My name is Tannu Antil and journey began with curiosity and evolved into a mission to help individuals and businesses make smarter, data-driven decisions. I've worked on real-world projects, from predicting ad views to optimizing loan approvals.I'm a passionate data enthusiast based in India, skilled in data analysis, SQL, Excel, and Python-based machine learning. I enjoy uncovering insights from complex datasets and turning them into actionable strategies.
Currently open to internships, freelance work, and collaborations โ if data can solve it, Iโm here to help!
Behind the Insights
Behind the Insights
Ways I Can Help You
Ways I Can Help You
[02]
[02]
Services
Services
ยฉ2025
ยฉ2025
I bring together technical expertise, analytical thinking, and a passion for clean, impactful solutions to deliver seamless digital experiences. Every project is handled with precision and care, staying true to its vision from start to finishโno shortcuts, just quality work.
I bring together technical expertise, analytical thinking, and a passion for clean, impactful solutions to deliver seamless digital experiences. Every project is handled with precision and care, staying true to its vision from start to finishโno shortcuts, just quality work.
1
Exploratory Data Analysis (EDA)
Building models to forecast outcomes using past data โ such as sales predictions, customer churn, fraud detection, or recommendation systems โ using techniques like regression, classification, and ensemble learning.
Data visualization
Correlation analysis
Identifying trends, anomalies, and patterns
Descriptive statistics

1
Exploratory Data Analysis (EDA)
Building models to forecast outcomes using past data โ such as sales predictions, customer churn, fraud detection, or recommendation systems โ using techniques like regression, classification, and ensemble learning.
Data visualization
Correlation analysis
Identifying trends, anomalies, and patterns
Descriptive statistics

2
Data Cleaning & Preprocessing
Preparing raw data for analysis by handling missing values, removing duplicates, normalizing formats, detecting outliers, and transforming variables โ a crucial step in any data science workflow.
Data formatting and transformation
Handling missing values and outliers
Data validation and quality checks
Web scraping and API data extraction

2
Data Cleaning & Preprocessing
Preparing raw data for analysis by handling missing values, removing duplicates, normalizing formats, detecting outliers, and transforming variables โ a crucial step in any data science workflow.
Data formatting and transformation
Handling missing values and outliers
Data validation and quality checks
Web scraping and API data extraction

3
Predictive Modeling & Machine Learning
Building models to forecast outcomes using past data โ such as sales predictions, customer churn, fraud detection, or recommendation systems โ using techniques like regression, classification, and ensemble learning.
Supervised learning
Model evaluation and tuning
Ensemble methods and feature engineering
Unsupervised learning

3
Predictive Modeling & Machine Learning
Building models to forecast outcomes using past data โ such as sales predictions, customer churn, fraud detection, or recommendation systems โ using techniques like regression, classification, and ensemble learning.
Supervised learning
Model evaluation and tuning
Ensemble methods and feature engineering
Unsupervised learning

4
Deep Learning & AI
Developing advanced AI systems using neural networks for tasks like image and video recognition (with CNNs), text understanding and generation (with NLP techniques like sentiment analysis, summarization), personalized recommender systems, and generative models such as GANs and transformers for content creation and automation.
Image and video recognition (CNNs)
Natural Language Processing
Recommender systems
Generative models

4
Deep Learning & AI
Developing advanced AI systems using neural networks for tasks like image and video recognition (with CNNs), text understanding and generation (with NLP techniques like sentiment analysis, summarization), personalized recommender systems, and generative models such as GANs and transformers for content creation and automation.
Image and video recognition (CNNs)
Natural Language Processing
Recommender systems
Generative models

5
Consulting & Strategy
Advising organizations on how to adopt and scale data science by defining machine learning strategies, recommending tools and infrastructure, guiding data-driven decision-making processes, and offering customized training programs to upskill internal teams.
Data-driven decision making
Machine learning strategy and roadmap
Tool and infrastructure recommendations
Data science training for teams

5
Consulting & Strategy
Advising organizations on how to adopt and scale data science by defining machine learning strategies, recommending tools and infrastructure, guiding data-driven decision-making processes, and offering customized training programs to upskill internal teams.
Data-driven decision making
Machine learning strategy and roadmap
Tool and infrastructure recommendations
Data science training for teams

ACHIEVEMENTS
ACHIEVEMENTS
As a data-driven individual, I let my work and results speak for themselvesโeach project is a step forward in turning data into impactful decisions.
As a data-driven individual, I let my work and results speak for themselvesโeach project is a step forward in turning data into impactful decisions.
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Certifications
Helping Startups and business to get funding and grow
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Certifications
Helping Startups and business to get funding and grow
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Projects Completed
Data Analytics | Ml models | AI models
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Projects Completed
We support founders to make their mark
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Projects Completed
Data Analytics | Ml models | AI models
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Competitions & Research Papers
Won Many Competitions & Hackathons | 3 papers presented on Technology
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Competitions & Research Papers
Won Many Competitions & Hackathons | 3 papers presented on Technology


Stories
Stories


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively


โData quality is just as important as modeling technique.โ โGood visuals increase stakeholder buy-in more than complex models.โ โExplaining insights clearly often matters more than the insights themselves.โ This builds credibility and wisdom.
Lessons Learned
What Experience Has Taught Me


Helping businesses make sense of messy datasets Creating models that reduce manual work Improving customer retention through insight This sets expectations and attracts the right clients.
Client Scenarios I Love Solving
I Thrive On These Challenges


SQL for real-time reporting Python for automation and analysis Power BI/Tableau for executive dashboards Excel for fast summaries for non-tech clients It reassures clients you're fluent and practical with tools.
Tools in Action
How I Use My Tools Effectively
HOW I WORK
HOW I WORK
[03]
[03]
Process
Process
ยฉ2025
ยฉ2025
To make collaboration smooth and efficient, I follow a clear and simple process that ensures we get started quickly. Whether itโs a data-driven project or a consultation, my workflow is designed to save time and deliver impactful results.
To make collaboration smooth and efficient, I follow a clear and simple process that ensures we get started quickly. Whether itโs a data-driven project or a consultation, my workflow is designed to save time and deliver impactful results.

1
Discovery Call
I start with a conversation to understand your vision, goals, and project requirements.

2
Research & Insights
Here, data is gathered and defines a strategy for impactful design decisions.

3
Concept & Design
Using the right methods and technologies, I start building solutionsโbe it models, dashboards, or reports.

4
Refinement & Feedback
You review the designs, provide feedback, and we fine-tune everything for a perfect result.

5
Finalization & Delivery
Once approved, i finalize the assets and ensure a seamless implementation.

1
Discovery Call
I start with a conversation to understand your vision, goals, and project requirements.

2
Research & Insights
Here, data is gathered and defines a strategy for impactful design decisions.

3
Concept & Design
Using the right methods and technologies, I start building solutionsโbe it models, dashboards, or reports.

4
Refinement & Feedback
You review the designs, provide feedback, and we fine-tune everything for a perfect result.

5
Finalization & Delivery
Once approved, i finalize the assets and ensure a seamless implementation.

1
Discovery Call
I start with a conversation to understand your vision, goals, and project requirements.

2
Research & Insights
Here, data is gathered and defines a strategy for impactful design decisions.

3
Concept & Design
Using the right methods and technologies, I start building solutionsโbe it models, dashboards, or reports.

4
Refinement & Feedback
You review the designs, provide feedback, and we fine-tune everything for a perfect result.

5
Finalization & Delivery
Once approved, i finalize the assets and ensure a seamless implementation.
PRICING
Essential
$300
/month
Ideal for one-time or short-term data science and AI projects For businesses ready to leverage data-driven insights with focused analytics or ML models to solve specific challenges and inform key decisions.
Slack Communication
Custom data analysis or model development
Clear, actionable insights delivered
Support for a single project scope
2-months minimum commitment
Weekly updates
Essential
$300
/month
Ideal for one-time or short-term data science and AI projects For businesses ready to leverage data-driven insights with focused analytics or ML models to solve specific challenges and inform key decisions.
Slack Communication
Custom data analysis or model development
Clear, actionable insights delivered
Support for a single project scope
2-months minimum commitment
Weekly updates
Essential
$300
/month
Ideal for one-time or short-term data science and AI projects For businesses ready to leverage data-driven insights with focused analytics or ML models to solve specific challenges and inform key decisions.
Slack Communication
Custom data analysis or model development
Clear, actionable insights delivered
Support for a single project scope
2-months minimum commitment
Weekly updates
Growth
$500
/month
Designed for growing companies seeking ongoing data and AI support For brands aiming to consistently optimize operations, marketing, and customer experiences through advanced analytics, predictive modeling, and automation.
Slack Communication
Regular reporting and dashboard updates
Predictive analytics & machine learning integration
Brand identity design & refinement
Data-driven strategy consulting
Priority support and collaboration
Growth
$500
/month
Designed for growing companies seeking ongoing data and AI support For brands aiming to consistently optimize operations, marketing, and customer experiences through advanced analytics, predictive modeling, and automation.
Slack Communication
Regular reporting and dashboard updates
Predictive analytics & machine learning integration
Brand identity design & refinement
Data-driven strategy consulting
Priority support and collaboration
Growth
$500
/month
Designed for growing companies seeking ongoing data and AI support For brands aiming to consistently optimize operations, marketing, and customer experiences through advanced analytics, predictive modeling, and automation.
Slack Communication
Regular reporting and dashboard updates
Predictive analytics & machine learning integration
Brand identity design & refinement
Data-driven strategy consulting
Priority support and collaboration
Scale & Innovate
$900
/month
For ambitious teams scaling rapidly with complex data needs Full-service data science, AI, and ML support including end-to-end pipeline development, real-time analytics, and innovative model deployment across business functions.
Slack Communication
Advanced AI/ML solutions & automation
Scalable infrastructure design
Cross-functional data strategy & training
Dedicated expert collaboration
Flexible delivery timelines
Scale & Innovate
$900
/month
For ambitious teams scaling rapidly with complex data needs Full-service data science, AI, and ML support including end-to-end pipeline development, real-time analytics, and innovative model deployment across business functions.
Slack Communication
Advanced AI/ML solutions & automation
Scalable infrastructure design
Cross-functional data strategy & training
Dedicated expert collaboration
Flexible delivery timelines
Scale & Innovate
$900
/month
For ambitious teams scaling rapidly with complex data needs Full-service data science, AI, and ML support including end-to-end pipeline development, real-time analytics, and innovative model deployment across business functions.
Slack Communication
Advanced AI/ML solutions & automation
Scalable infrastructure design
Cross-functional data strategy & training
Dedicated expert collaboration
Flexible delivery timelines




















