ARYAN GUPTA
Architect of Autonomous Intelligence & Multi-Agent Systems
Bridging the mathematics of reinforcement learning with uncompromising defensive cyber architecture. Former research fellow at the Ministry of Electronics and Information Technology.
A Symphony of Rigorous Computation.
Autonomous Agents (PPO / MADDPG)
Formulating decentralized pursuit-evasion multi-agent policies over 30 million timesteps on CUDA hardware.
Steganographic Cryptography
Pioneering distance-authenticated dual-value cryptographic QR payloads during MeitY government fellowship.
Enterprise Predictive Systems
Architecting containerized ARIMA forecasting models scaled across scalable IBM Cloud infrastructure.
Chronicle of Fellowships & Leadership.
Ministry of Electronics and Information Technology (MeitY)
AI and Security Research Intern
Generated aesthetic error-corrected QR steganography utilizing Stable Diffusion and ControlNet for defense applications.
Edunet Foundation in collaboration with IBM
AI and Cloud Intern
Validated complex data pipelines and deployed predictive time-series models on IBM Cloud infrastructure.
ACM MUJ Student Chapter
Head of Projects and Research Team
Built and directed an engineering cadre of 15+ student developers to a 90% project completion benchmark.
Curated Engineering Implementations.
MARL Tag: 3v3 Pursuit-Evasion
30 Million timesteps of continuous self-play in PyTorch (PPO with GAE) across 8 CUDA subprocesses. 95% victory rate.
Multi-Agent Fleet Transit Optimizer
Autonomous taxi simulation combining MADDPG with dynamic A* pathfinding. Slashed passenger wait times by 20%.
Student Performance Diagnostic
Random Forest classifier achieving 96% prediction accuracy optimized via GridSearchCV.
Automated Video Generation Engine
Automated end-to-end video synthesis pipeline cutting manual video turnaround by 90%.
Competencies & Credentials.
Languages & Core Systems
Python, C/C++, JavaScript, SQL, CUDA Acceleration, Unix/Linux.
Academic Pedigree
Bachelor of Technology in Information Technology, Manipal University Jaipur (2022 – 2026).
Direct Communication.
Open to select engineering roles and research fellowships.