Software Developer & Machine Learning Engineer
Skilled in both software development and machine learning, I have a proven track record of developing aesthetically pleasing applications and implementing interactive websites using machine learning models. Competent at solving issues, maintaining a cutting edge in skill updates for advancement, and improving machine learning and software core competencies.
Implemented a hybrid hardware setup built from scratch and an LSTM model for predictive analysis. The project uses a mini car with sensors, storing data in Firebase and deploying ML models (GRU, LSTM, NARX) to monitor battery, motor, and speed parameters. The best-performing model (LSTM) is integrated into a Streamlit UI for fault forecasting.
View ProjectA CNN project for breast cancer abnormality classification using the CBIS-DDSM dataset. Built a convolutional neural network for accurate image classification, enhanced through hyperparameter tuning and data augmentation.
View ProjectDeveloped an image processing project to detect humans and objects using YOLOv3. Utilized computer vision techniques for real-time identification and classification, optimized through advanced preprocessing.
View ProjectAn IoT-based security system using Firebase and ESP32 camera for surveillance. Includes two-factor authentication via RFID and fingerprint scanning, facial recognition, and a master website for monitoring.
A machine learning project to determine suitable crops based on soil conditions, deployed with Gradio.
View ProjectA machine learning project to determine motor condition using sound signal processing, deployed with Gradio.
View ProjectA CNN project to classify emotions from input images, deployed with Streamlit.
View ProjectA machine learning project to predict accident severity, deployed with Gradio.
View ProjectA dynamic, multi-page quiz application built with HTML and CSS, featuring animations and a clean UI.
View ProjectDeveloped a Retrieval-Augmented Generation (RAG) pipeline using Azure OpenAI. Utilized Azure Databricks for large-scale data processing and Azure Storage Account for data workflows. Designed and deployed AI-powered data pipelines in a cloud environment.
Duration: Jan 2025 - Present
Performed R&D and data analysis on automation components and designed automation architecture. Gained hands-on experience with PLC and PLC integration.
Duration: June 2024 - July 2024
Hands on experience on Data cleaning for the records to develope a chatbot. Developed machine learning models for real-time image processing tasks, focusing on object and human detection using vision projects.
Duration: May 2024 - June 2024
2904pranavadhar@gmail.com
+91 7397250247