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ML & AI
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Systems
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Software Dev
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Data
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Tools
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Embedded
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UCLouvain, 2025-2026 Developing deep reinforcement learning agents for real-time strategy gameplay in MicroRTS, a simplified but challenging RTS environment. The goal is to create agents capable of competing with state-of-the-art bots from the MicroRTS AI competition while maintaining computational efficiency.
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Expected Completion: June 2026 |
Deep Learning & Computer Vision
| Project | Description | Stack |
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| Deep-Satellite-Segmentation | Satellite image segmentation with supervised & self-supervised learning |     |
| 3D-Hand-Gesture-Classification | Comparative study: KNN, LSTM, DenseNet, HMM for 3D gesture recognition |   |
| GANs-Diffusion-Kernels | Advanced generative models: GANs, diffusion models, kernel methods |    |
| SmurfML | Healthcare ML: predicting heart failure risk using clinical data |  |
| ML-Classification | Supervised learning models for medical & biological datasets |  |
| CelebA-Explorer | Interactive face attribute analysis with clustering & dimensionality reduction |   |
Natural Language Processing
| Project | Description | Stack |
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| NLP-Models | Progressive NLP pipeline: Question Classification (Naive Bayes), Vector Semantics (TF-IDF/PPMI/Word2Vec), BERT-based QA (SQuAD) |  |
| TwitOZ | Intelligent text prediction system using N-grams algorithm with real-time word suggestions |  |
Game AI & Reinforcement Learning
| Project | Description | Stack |
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| SnakesLadders-MDP | Optimal strategy via Markov Decision Processes & Q-Learning |  |
| AI-Odyssey | Search algorithms: uninformed to adversarial game-playing agents |   |
| Connect4Zero | Connect 4 with Minimax AI — Can you beat a machine that thinks 4 moves ahead? | |
Systems Programming & Compilers
| Project | Description | Stack |
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| LangFlow | Full compiler: custom language → JVM bytecode |     |
| ElastiCart | Scalable microservices e-commerce platform with custom recommendations, smart ranking, and dynamic shopping |      |
| PrologLint | Prolog-powered static analyzer for Python code detecting 13+ code smells through declarative pattern matching on ASTs |   |
| SchemeOOP | Building OOP from scratch in pure Scheme: classes, inheritance, and polymorphism from closures and message passing |    |
| JavaCOP | Context-Oriented Programming in Java using reflection, dynamic proxies, and bytecode instrumentation with custom profiler agent |  |
Low-Level Systems & Embedded
| Project | Description | Stack |
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| CORDIC-FPGA-Accelerator | High-performance FPGA accelerator integrated with ARM processor |    |
| VectorBlitz | High-performance HTTP matrix multiplication server on NGINX with progressive optimizations: cache-aware algorithms, SIMD (AVX-512), and CUDA GPU acceleration |     |
| Multithreaded-Bellman-Ford | 6x speedup with POSIX threads on large graphs |  |
| DynamicMemoryAllocator | Custom heap allocator with next-fit & coalescing |  |
| ConcurrentBench-Sync | Performance benchmarking framework for custom synchronization primitives (TS, TTS, BTTS) vs POSIX on Reader-Writer, Dining Philosophers, Producer-Consumer | |
Numerical Computing & Optimization
| Project | Description | Stack |
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| FEM-Bridge-Simulator | Finite element simulator for bridge structures under static loads, featuring 2D elasticity modeling and animations |    |
| NP-Optimization | Solving NP-hard problems: exact methods, relaxations, heuristics |  |
| Algostructs | Clean and well-tested core data structures and algorithms with performance focus | |
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