Arya Vinayak

Software Engineer

Bengaluru, Karnataka, India1 yr 3 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Achieved over 95% accuracy in MPTCP performance predictions.
Hands-on experience with advanced deep learning techniques.
Strong foundation in both software development and data analysis.

Stackforce AI infers this person is a skilled candidate in Networking and Artificial Intelligence domains.

Contact

Skills

Core Skills

TcpMachine LearningNetwork PerformanceDeep LearningGenerative Ai

Other Skills

WiresharkTensorFlowMPTCPScikit-learnPython (Programming Language)PyTorchVersion ControlGitGitHubConvolutional Neural Networks (CNN)Deep Convolutional Generative Adversarial Networks (DCGAN)Regression AnalysisLogistic RegressionLinear RegressionRegression Models

About

Currently pursuing a Bachelor of Technology in Computer Science at PES University, I am committed to leveraging my education and internship experiences to contribute to projects. My certification in Deep Learning and hands-on work are pillars in my ongoing journey to becoming a tech industry innovator.

Experience

1 yr 3 mos

Total Experience

1 yr 3 mos

Average Tenure

1 yr 3 mos

Current Experience

Apple

2 roles

Software Development Engineer

Jul 2025 – Present · 10 mos · Bengaluru, Karnataka, India · Hybrid

Software Development Intern

Jan 2025 – Jun 2025 · 5 mos · Bengaluru, Karnataka, India · Hybrid

Hewlett packard enterprise

HPE Summer Project Intern

Jun 2024 – Jul 2024 · 1 mo · Bangalore Urban, Karnataka, India · Remote

Conducted comprehensive analysis of MPTCP performance, examining RTT, jitter, and throughput under various conditions.
Utilized MLP, Random Forest, LSTM, and GRU models to achieve over 95% accuracy in predictions (sklearn, TensorFlow).
Enhanced prediction interpretability by 100% using LIME and SHAP techniques.
Proposed MPTCP enhancements, forecasting a 25% increase in network efficiency.
Technologies: TCP, MPTCP, Wireshark, Scikit-learn, TensorFlow

WiresharkTensorFlowTCPMachine Learning

Center for innovation and entrepreneurship @ pes university

Project Intern

Jun 2023 – Jul 2023 · 1 mo · Bangalore Urban, Karnataka, India · On-site

In-depth understanding of Convolutional U-Net models and Generative AI
Took various Certifications on Machine Learning and DeepLearning courses by Andrew NG
Worked on a Intel Problem statement on Synthetic Image Generation

Python (Programming Language)PyTorchDeep LearningGenerative AI