Banoth Snehanjali

Aspiring AI/Automation Engineer | Data & Machine Learning Specialist | Full-Stack Developer

Kanpur, IN.

About

Highly analytical and results-driven B.Tech student with a strong foundation in Data Analysis, Machine Learning, and Full-Stack Development. Proven ability to transform complex data into actionable insights, optimize processes, and build scalable solutions. Eager to apply expertise in AI-driven automation and workflow optimization to innovate within dynamic startup environments.

Work

IXICITIES PTE LTD

|

Data Analyst Intern

Summary

Optimized city services through data-driven insights and strategic planning.

Highlights

Analyzed over 10,000 operational records, identifying critical issues such as 18.25% overflow in Bangsar and 10.01% complaints in Mont Kiara to pinpoint inefficiencies.

Developed a Power BI dashboard with key performance indicator (KPI) cards to monitor and reduce waste overflow rate by 15.96%, directly optimizing waste management strategies.

Utilized Python (Pandas, Seaborn, scikit-learn) for Exploratory Data Analysis (EDA) to identify patterns of missed pickups, significantly contributing to overflow reduction.

Improved waste collection efficiency by over 19% by implementing data-driven route optimization and strategic service planning.

Led a full-cycle data project, transforming raw operational data into actionable insights that enhanced city service delivery.

Volunteer

Senior Election Officer

|

Election Commission, IIT Kanpur

Oversaw and managed the general elections for the IIT Kanpur student body.

Highlights

Coordinated a 3-tier team of over 100 students, ensuring the smooth and impartial conduct of elections for a large student body.

Maintained election integrity by enforcing penalties on over 10 candidates found involved in malpractices.

Ensured the integrity and fairness of the election process for the entire campus community.

Successfully conducted General Elections for over 9,000 students, contributing to a 5% increase in voter turnout.

Secretary

|

Games and Sports Council, IIT Kanpur

Organized and promoted sports events, enhancing participation and engagement.

Highlights

Orchestrated large-scale sporting events such as Inferno'23 and Racquethalon, and officiated matches as a referee.

Designed compelling visual marketing materials and promotional content, significantly increasing event participation and engagement.

Led a team of 60+ participants as Pool Captain, promoting teamwork and enhancing female participation in sports.

Education

Vidyanjali High School, Hyderabad

CBSE(X) High School Equivalent Grade: 91%

Indian Institute of Technology, Kanpur

B.Tech Material Science and Engineering Grade: 6.2/10

Courses

Computational Methods in Material Science

Introduction to Electronics

Fundamental of Computing

Narayana Junior College, Hyderabad

TSBIE(XII) High School Equivalent Grade: 94.6%

Awards

Academic Excellence Award

Indian Institute of Technology, Kanpur

Recognized for exceptional academic performance during the 2018-2019 academic year.

National Level Science Talent Search Examination (NSTSE) Qualifier

NSTSE

Qualified among over 800,000 participants in the National level Science Talent Search Examination in 2019.

Gold Medals in Volleyball, Squash, and Badminton

Freshers Inferno’22

Achieved gold medals in multiple sports at the Freshers Inferno’22 event, securing team victories.

IIT Kanpur Cricket Team (Girls) - Second Place

Udghosh’23

Represented the Institute Cricket team (girls) in Udghosh’23, where IIT Kanpur ranked second.

Languages

English

Fluent

Hindi

Fluent

Telugu

Fluent

Skills

Programming Languages

Python (9), JavaScript (7), SQL (7), HTML (7), CSS (7), C/C++ (6), TypeScript (6), MATLAB (6), LaTeX (6).

Data Analysis & ML Libraries

NumPy (9), Pandas (9), scikit-learn (8), Seaborn (8), Plotly (8), Matplotlib (8), TensorFlow (6), PCA (6), SMOTE (6), RFM Analysis (8).

Web Development

React.js (8), Node.js (8), Express.js (8), Bootstrap (8), PostgreSQL (8), RESTful APIs.

Tools & Platforms

Power BI (8), Jupyter Notebook (8), MS Excel (8), Canva (6), PyVisa (6), PyUSB (6), Tkinter (6).

Business & Strategy

McKinsey's 7S Model (6), Market Segmentation, Competitive Benchmarking, User Persona Development.

Interests

Sports

Volleyball, Squash, Badminton, Cricket.

Creative & Academic Pursuits

Subject EXPO, Essay Writing.

Projects

Brand Image and Rebranding

Summary

Strategic consulting project focused on market analysis and brand development for IITK.

Product Management System (Full-Stack Web App)

Summary

Developed a full-stack web application for product management with real-time updates.

Cervical Cancer Screening Prediction (ML Modelling)

Summary

Developed a machine learning model for cervical cancer screening prediction using Python.

Python Sales Analysis

Summary

Performed in-depth sales data analysis using Python to identify trends and correlations.

Customer Segmentation for E-commerce Platform

Summary

Developed customer segmentation and predictive models for an e-commerce platform.

Instrument Control Using Python

Summary

Developed a Python-based system for automated laboratory instrument control.