Portfolio - Anup Batakurki

Anup Batakurki

Freelancer

Resume

1

Excel Project

3

PowerBI Projects

1

Python Project

1

SQL Project

1

Machine Learning Project

About Me

Hi, I'm Anup Batakurki

I'm an MSc Data Science candidate (SGPA 9.12) who builds AI systems that are research-rigorous, production-ready, and business-impactful.

🔬 Research: Architected a PPO-based VQA policy achieving a 3.8x reduction in unsafe answers with statistical significance validation.

⚙️ MLOps: Deployed end-to-end pipelines to AWS using Docker, FastAPI, and GitHub Actions CI/CD, with automated drift detection and SHAP explainability.

📊 Analytics: Built Power BI dashboards that helped an insurance client recover 20% of projected quarterly losses.

🤖 GenAI: Developed a multimodal chatbot with Llama3, LangChain, Voice AI, and emotion detection with emotional memory.

I bridge the gap between research and production—delivering models that are statistically sound, operationally viable, and business-driven.

Seeking entry-level roles as a Data Scientist, ML Engineer, or AI Engineer. Available immediately. Let's connect! 🚀

Key Skills

Python

SQL

Effective Communication

Tableau

Machine learning

Statistical Analysis

Deep learning

GenAI

My Projects

Excel Reports For AtliQ hardware

Business Insights 360 - Brick & mortar and e commerce.

AtliQ Grands – Hospitality Domain

Book Recommendation System

Cosumer-goods-insights

Shield Insurance Analysis

Network Security Threat Detection — MLOps Pipeline

Domain/Function: Network Security Detection

My Experience

AtliQ Technologies - Data Analyst Intern - April 24 - May 24

•Conducted variance analysis and debugged SQL queries to ensure 100% data extraction accuracy from MySQL Workbench, improving data reliability.

•Leveraged Power Query to normalize HR datasets, ensuring data integrity and security, and identified key trends.

•Developed and presented a Power BI dashboard for an insurance company, contributing to a 20% revenue increase by providing actionable insights.

Freelancer- Present

Designed and delivered an end-to-end website for a client using Wix and AI-assisted tools, managing requirement gathering, stakeholder communication, and project execution.
Guided college students in developing Data Analyst and Data Science projects with a strong emphasis on real-world applications.
Assisted students in thesis development, including end-to-end deployment of data-driven solutions.

Awards & Certificate

Excel: Mother of Business Intelligence

Get Job Ready: Power BI Data Analytics for All Levels 4.0

SQL Beginner to Advanced For Data Professionals

Data Analytics Bootcamp 6.0: Job Placement Support + Your Own AI Analyst Agent

Python: Beginner to Advanced For Data Professionals

SQL for Data Science

Math and Statistics For AI, Data Science

MeriSKILL - Data Analyst Intern

Quantium Data Analytics Job Simulation on Forage.

Accenture North America - Data Analytics and Visualization Job Simulation

DATA ANALYTICS BOOT CAMP 2.O : WITH PRACTICAL JOB ASSESSMENT AND A.I. MODULE.

AtliQ Technologies - LOR

Tata Group - Data Visualisation: Empowering Business with Effective Insights Job Simulation

Foundation of Data Science

Get Started with Python

Google Advanced Data Analytics Course

Let's Connect

Feel free to get in touch with me. I am always open to discussing new projects, creative ideas or opportunities to be part of your visions.

Download Resume

Resume

Mail Me

[email protected]

https://www.linkedin.com/in/anup-batakurki-5845491b8/

Call Me

+91 8660106103

GitHub

https://github.com/Anupbatakurki

Excel Project

Excel Reports For AtliQ hardware

This project aims to provide a comprehensive analysis of the company's financial well-being and market position. Through a blend of fundamental and advanced Excel techniques, it generates various reports like "Customer Net Sales Performance" and "Market Performance vs. Target".

View Project
on GitHUB

Customer net sales performance report

P & L Statement by Fiscal year report

Project Details

I've put together a detailed Profit and Loss (P&L) report for AtliQ Hardware's 2022 financial year, using fancy Excel tricks like Pivot Tables and special calculations with DAX. This report isn't just about numbers; it's a road-map for smart business moves and quick decisions. By using Power Query to tidy up data automatically, I've saved us a ton of time – around 4 hours of boring manual work! Plus, with DAX, we can crunch numbers in cool new ways, making our analysis super flexible and powerful.

PowerBI Project

Business Insights 360 - Brick & mortar and e commerce.

Designed a multi-view dashboard in Power BI for 6 departments (sales, finance, supply chain, executive, marketing, and products) of AtliQ hardware to understand sales trends and facilitate data-driven decision.

View Project
Engagement

Other Tools

Excel

MySQL

DAX studio

Home page

Sales view

Project Details

I've created a super cool dashboard in Power BI for AtliQ Hardware's six departments – think sales, finance, supply chain, executive stuff, marketing, and products – all in one spot! It's like having a live feed of what's happening in each department. I teamed up with business managers to make sure we got all the right info in there, making it easy to compare what's happening now to what we thought would happen. This dashboard isn't just eye candy; it's a game-changer for decision-making. By using it, AtliQ Hardware can spot trends in sales across departments and make smart decisions based on real data. We're talking about boosting the company's profit margins by at least 5% – pretty impressive, right? And to top it off, I made sure the whole thing runs like a well-oiled machine by optimising it with DAX studio. That means it's faster and takes up less space, saving us time and making us even more efficient!

Live Interactive Dashboard

PowerBI Project

AtliQ Grands – Hospitality Domain

Engineered an interactive Power BI dashboard at AtliQ Grands, integrating monthly and weekly filters to enable seamless data comparison. AtliQ Grands is a company that runs both business and luxury hotels in Delhi, Hyderabad, Bangalore, and Mumbai.

View Project
Engagement

Other Tools

Excel

MySQL

Home Page

Insights

Project Details

I created a super cool Power BI dashboard for AtliQ Grands that lets you play around with monthly and weekly filters. It's like magic – you can compare data effortlessly! And get this: just by glancing at the dashboard, you'll see that luxury category stuff is raking in at least 20% more than the business category.

But wait, there's more! I figured out that when the hotel is busier (we call it "occupancy rate"), guests tend to give higher ratings. So, I used this smart trick to focus on hotels with lower ratings – anything below 3 stars – and improve their game. It's like giving them a little boost!

And get this – by using this dashboard, we could potentially jack up revenue by a whopping 26% next month! Talk about making some serious money moves!

Live Interactive Dashboard

Python Project

Book Recommendation System

Designed a web application using Python and machine learning algorithms to deliver efficient book recommendations, enhancing user experience, and streamlining the selection process, the implementation of advanced recommendation algorithms led to around 40% improvement in book selection accuracy.

View Project
on GitHUB

Other Tools

PyCharm

Jupyter Notebook

Home page

Recommend page

Project Details

I built a fancy web app using Python and some really cool machine learning tricks to help you find the perfect book. It's like having your own personal book genie! With this app, picking out your next read is a breeze, and you'll love how it makes your book-hunting experience smoother than ever.
By using some seriously smart recommendation algorithms, I've boosted the accuracy of book suggestions by a whopping 40%! That means no more guessing games – you'll find exactly what you're looking for, every time.
And get this: not only does the app show you the top 50 books loved worldwide, but it also predicts four more that you'll probably dig based on what you've liked before. It's like having a bookish best friend who just gets you!
Oh, and did I mention? You can find this magical app online, ready to use, thanks to PyCharm and Jupyter Notebook. So go ahead, give it a spin, and let the book adventures begin!

Project video

SQL Project

Cosumer-goods-insights

At Atliq Hardwares, Enhancing our decision-making process by quickly accessing crucial data. With 10 key questions in mind, we're using SQL queries to extract precise information from our systems. By visualising this data, we empower our top management to make swift and informed decisions.

View Project
Engagement

View Project
on GitHUB

Other Tools

Excel

Display of available data in powerpoint

Ad-Hoc request and its output result in mysql

Project Details

At Atliq Hardwares, which lead the way in computer hardware production in India. But our management recently noticed a problem: we're not getting the right data fast enough to make smart decisions. We found 10 important questions that need quick answers to help us plan better and improve how we work. So, we're thinking of using SQL queries, which are like special commands, to get the exact information we need from our systems. Then, we'll turn that data into easy-to-understand pictures that show us what's going on. These pictures will help our top bosses make quick and smart choices that can really make a difference.

PowerBI Project

Shield Insurance Analysis

View Project
Engagement

Other Tools

MySQL

Excel

PowerPoint

Presentation

Dashboard

Project Details

🎯 Project Objectives:
The goals were clear and focused: to understand customer demographics, track revenue performance, and monitor daily growth rates. We meticulously examined data from various sources, including customer details and policy data, to gather crucial insights.

💡 Key Insights:
Using a comprehensive Power BI dashboard, we analyzed key metrics such as total customers, total revenue, and daily growth rates. This analysis enabled data-driven decisions and helped identify trends that will guide strategic initiatives.

Project video

Live Interactive Dashboard

Machine Learning Project

Network Security Threat Detection — MLOps Pipeline

Domain/Function: Network Security Detection

Engineered an end-to-end MLOps pipeline comparing 5 classification algorithms (ingestion through evaluation), containerized with Docker and auto deployed to AWS ECR/S3 via GitHub Actions CI/CD, serving predictions through FastAPI with SHAP and MLflow for explainability and tracking.

View Project
on GitHUB

CI / CD pipeline

FastAPI UI

Project Details

Network Security Threat Detection – MLOps Pipeline | Python, Scikit-learn, SHAP, MLflow, Docker, AWS, GitHub Actions, FastAPI | [GitHub]

Engineered an end-to-end MLOps pipeline comparing 5 classification algorithms (Random Forest, XGBoost, SVM, Logistic Regression, KNN) from ingestion through evaluation. Containerized with Docker and auto-deployed to AWS ECR/S3 via GitHub Actions CI/CD, serving real-time predictions through FastAPI with SHAP explainability and MLflow tracking. Implemented schema validation and drift detection with automated retraining triggers, ensuring model accuracy over time.

Already have an account? Sign in