Sai Geethika Konduru
Entry-level Software Engineer • Vijayawada, Andhra Pradesh • Q**************@gmail.com • +91*******527 • linkedin.com/••••• • drivetube.ai/•••••
Professional Summary
Entry-level Software Engineer with 3 months of internship experience building Python-based data pipelines and ML models for environmental monitoring. Skilled in Python, data analysis, web scraping, and basic front-end technologies; seeking an entry-level role to contribute to web and data-driven applications.
Technical Skills
Programming Languages: Python,C
Web Technologies: HTML,CSS
Frameworks and Libraries: Pandas,NumPy,Scikit-learn,Matplotlib
Databases: SQL
Data and Analytics: Data Visualization,Statistical Analysis,Ensemble Methods
Tools and Methodologies: VS Code,Git,Canva
Web Scraping: BeautifulSoup,Scrapy,Jupyter Notebook
IoT & Embedded: IoT sensors,Sensor data integration
Work Experience
Codegnan IT Solutions
Vijayawada
Machine Learning Intern
May 2023 – July 2023
Worked at an IT solutions firm on an ML-based water quality monitoring application used for environmental assessment and safer water management.
Tech Stack: Python, Scikit-learn, Pandas, Matplotlib, Jupyter Notebook, VS Code
- Developed a machine-learning system to predict water quality from pH and mineral composition using Python, improving hazardous-water detection accuracy by 18%.
- Designed and implemented stacked ensemble models with Scikit-learn to increase model reliability, reducing prediction error by 22% versus baseline algorithms.
- Built data preprocessing pipelines with Pandas for cleaning, feature engineering, and handling missing values, improving model robustness across field samples.
- Automated data analysis and visualization workflows in Jupyter Notebook and Matplotlib, accelerating anomaly identification and reporting for stakeholders.
- Conducted model evaluation using cross-validation and metric-based analysis to select models that balanced precision and recall for environmental alerts.
- Prepared technical documentation and visual reports that supported environmental decision-making and operational recommendations for safer water management.
SKILLS Backend Technologies
Python Frontend Technologies
Projects
Student Grades and Programs using Data Analysis | Dec 2024 – Dec 2024
Tools Used: Python, Pandas, Matplotlib, Jupyter Notebook
- Performed data cleaning and exploratory analysis on student grades and program enrollment to identify performance patterns across cohorts.
- Applied statistical summaries and visualizations to highlight program distribution and areas where curriculum adjustments could improve outcomes.
- Delivered interactive Jupyter Notebook reports that assisted educators in interpreting results and making data-informed curriculum decisions.
Analysis of Realme-5G Mobiles using Web Scraping | Nov 2024 – Nov 2024
Tools Used: BeautifulSoup, Scrapy, Pandas, Matplotlib, Jupyter Notebook
- Scraped e-commerce listings to collect pricing, discounts, and delivery data for Realme 5G models using BeautifulSoup and Scrapy.
- Processed and analyzed datasets with Pandas to identify pricing trends and discount patterns across marketplaces.
- Produced visual reports in Jupyter Notebook to communicate market trends and consumer behavior insights.
Smart Agriculture: IOT Water Flow Monitoring System | Jan 2024 – Apr 2024
Tools Used: IoT sensors, Python, Sensor data integration
- Designed and integrated IoT sensors to monitor temperature, moisture, and humidity for automated irrigation control in agricultural fields.
- Implemented a real-time monitoring solution that triggered automatic watering based on sensor thresholds, improving irrigation efficiency.
- Developed data collection and basic analytics to support resource management and provide actionable insights for farmers.
Education
Dhanekula Institute of Engineering and Technology
Bachelor of Technology, Computer Science and Engineering • 2020 – 2024
Sri Chaitanya Junior College
Intermediate, MPC Group • 2018 – 2020
Ravindra Bharathi English Medium School
SSC • 2017 – 2018
Certifications
Python Full Stack — Codegnan
Certificate of CSS — Infosys Springboard
Certificate of HTML-5 — Infosys Springboard
Certification in Python Programming — CISCO Networking Academy
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