Aryan Gupta.
AI & Reinforcement Learning Engineer
Designing multi-agent self-play systems, computer vision, and defensive cyber architectures with intuitive tactile clarity and low-latency execution.
Core Engineering Pillars
Autonomous Agents
PPO + GAE self-play and MADDPG multi-agent algorithms with CUDA acceleration and custom Pymunk physics.
Computer Vision
Aesthetic QR steganography utilizing Stable Diffusion and ControlNet for defensive cyber security.
Cloud & Time-Series
Deploying ARIMA forecasting models directly to scalable IBM Cloud services with high reliability.
Work & Fellowships
Ministry of Electronics and Information Technology (MeitY)
June 2025 – July 2025AI and Security Research Intern
Researched aesthetic error-corrected QR steganography with distance-based cryptographic authentication payloads.
Edunet Foundation in collaboration with IBM
July 2024 – Aug 2024AI and Cloud Intern
Preprocessed large datasets and trained predictive ARIMA time-series models deployed on IBM Cloud.
ACM MUJ Student Chapter
Aug 2023 – PresentHead of Projects and Research Team
Led 15+ student developers selected from 40+ applicants, ensuring a 90% project completion rate.
Featured 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 Competencies
Languages & Core Systems
Python (Proficient), C/C++, JavaScript, SQL, CUDA Acceleration, Unix/Linux.
Academic Background
B.Tech in Information Technology, Manipal University Jaipur (Aug 2022 – May 2026).
Let's Connect!
Available for 2026 full-time engineering and research roles.