Aryan Gupta. Fluid Intelligence in Motion.
AI & Reinforcement Learning Engineer. Designing emergent multi-agent self-play systems, deep computer vision, and cryptographic steganography.
Harmonizing Complexity with Luminous Clarity.
Autonomous Agents (PPO/MADDPG)
Self-play multi-agent dynamics with continuous Pymunk physics, GPU parallelization, and reward engineering.
Computer Vision & Security
Aesthetic steganographic QR codes using Stable Diffusion and ControlNet with distance-authenticated cryptographic signatures.
Cloud & Predictive AI
Enterprise time-series forecasting (ARIMA) deployed to auto-scaling IBM Cloud environments.
Research Fellowships & Leadership.
Ministry of Electronics and Information Technology (MeitY)
Jun 2025 – Jul 2025AI and Security Research Intern
Pioneered generative error-corrected QR steganography using Stable Diffusion and ControlNet for defensive covert communications.
Edunet Foundation in collaboration with IBM
Jul 2024 – Aug 2024AI and Cloud Intern
Engineered predictive ARIMA time-series models and deployed REST endpoints on IBM Cloud infrastructure.
ACM MUJ Student Chapter
Aug 2023 – PresentHead of Projects and Research Team
Directed 15+ student developers selected from 40+ applicants, maintaining a 90% project completion benchmark.
Selected Implementations.
MARL Tag: 3v3 Pursuit-Evasion
PyTorch self-play reinforcement learning system utilizing PPO with GAE. Parallelized over 8 CUDA environments (30M steps) with 102-ray perception and 95% victory rate.
Multi-Agent Fleet Transit Optimizer
Autonomous taxi simulation combining MADDPG with dynamic A* pathfinding. Slashed passenger wait times by 20% across 100+ simulated passengers.
Student Performance Diagnostic
Random Forest classifier with 96% accuracy; optimized via GridSearchCV and rigorous data normalization for educational intervention.
Automated Video Generation Engine
End-to-end Python pipeline converting structured data into automated video media using MoviePy and REST APIs, reducing manual latency by 90%.
Technical Matrix.
Languages & Core Systems
Python, C/C++, JavaScript, SQL, CUDA Acceleration, Unix/Linux.
AI & Frameworks
PyTorch, scikit-learn, Keras, NumPy, Pandas, Matplotlib, Pymunk, PyGame.
Connect with Aryan Gupta.
Available for 2026 roles in AI, Machine Learning, and Systems Engineering.