Avinash Reddy Yakkanti

Fullstack Engineer with 1.7 years of experience, specializing in full-stack web development with expertise in ReactJS/NextJS, Node.js, and Data Engineering. Proficient in Azure Synapse, Data Factory, SQL, and Python, with a strong drive for challenging opportunities that promote growth. Thrives in collaborative environments, leveraging skills to make meaningful contributions, and committed to continuous learning and teamwork.

Project Title: AN ENHANCED MODEL FOR GENERATING SPEECH FROM VIDEOS FOR DIFFERENTLY-ABLED INDIVIDUALS

• Developed a model that leverages Computer Vision and Transformer Networks to generate meaningful descriptions of videos in both textual and audio formats, aimed at assisting differently-abled individuals.
• Unlike existing systems that primarily use LSTMs and RNNs to provide only textual descriptions, this project enhances accessibility by enabling real-time speech generation from live video feeds captured by a camera.

Project Title: INTRUSION DETECTION SYSTEM IN LOCAL NETWORKS USING MACHINE LEARNING

• Developed and secured a patent for an anomaly-based Intrusion Detection System (IDS) that outperforms traditional IDS solutions by predicting novel and zero-day attacks.
• Evaluated various machine learning models, with the K-Nearest Neighbors (KNN) classifier achieving the highest accuracy compared to SVM and Naive Bayes. The final IDS model provides robust security by accurately detecting intrusions.

• Received the R&R award for outstanding monthly performance.

• Playing Cricket
• Playing Badminton
• Photography
• Reading Books