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Balireddy Mahalakshmi

@balireddymahalakshmi

Machine Learning Intern at FabHost Tech Solutions who deployed ML models and built Netra, a real-time assistive vision system.

India

Message

What I'm looking for

I’m looking to make AI practical, scalable, and easy to use in everyday life, working on intelligent systems that solve real-world problems.

At FabHost Tech Solutions, I developed and deployed supervised machine learning models, tuning them with GridSearchCV and evaluating them with classification metrics. I also automated data-cleaning pipelines with Python scripts, reducing manual preparation time by 20%.

I built Netra, an AI-based real-time assistive vision system combining YOLOv8 object detection, EasyOCR text recognition, and MobileNetV2 currency classification. I deployed its FastAPI backend on AWS EC2 and reduced inference latency by 35% through OpenCV preprocessing and asynchronous API handling.

For an IoT-based weather forecasting project, I created a real-time pipeline using ESP32 sensors and TensorFlow, achieving 91% forecasting accuracy with an LSTM on 12-month time-series data. I’m interested in making AI practical, scalable, and easy to use in everyday life.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

FabHost Tech Solutions

Aug 2025 - Oct 2025 (2 months)

Developed and deployed supervised ML models (Random Forest, XGBoost) using Scikit-learn, performing hyperparameter tuning and evaluating performance with Precision, Recall, F1-score, and ROC-AUC. Automated data-cleaning pipelines with custom Python scripts, reducing manual data preparation time by 20%.