Kwesi Walker
Building intelligent systems at the intersection of reinforcement learning, NLP, and deep learning. Seeking a 3–4 month ML internship or alternance starting May 2026 — in research labs or industry.
Projects
RL Tennis Agent
Trained a PPO agent to compete in a Unity tennis environment. Designed a 13-feature observation space and 4-action policy with custom reward shaping.
Multi-Task NLP Toolkit
Built an NLP toolkit covering sentiment analysis, zero-shot classification, semantic similarity, and extractive QA (SQuAD) with an interactive Gradio UI.
Diabetes Prediction Model
Predictive models on the Pima Indians Diabetes dataset. Applied preprocessing, cross-validation, and compared Logistic Regression vs KNN performance.
VR 3D Word Puzzle
Immersive VR word puzzle game with 3D mechanics, object interaction systems, and spatial audio cues — merging gaming with cognitive challenges.
Research
Boolean Satisfiability Problem (SAT)
A technical paper on the Boolean Satisfiability (SAT) problem — a foundational NP-complete problem in computational complexity. Analyzed CNF transformations, brute-force vs. optimized solving approaches, and the role of SAT solvers in AI planning, constraint solving, and automated reasoning.
Education
Machine Learning · Deep Learning (CNN, RNN, Transformers) · NLP · Reinforcement Learning · TensorFlow
Linear Algebra · Probability · Statistics · Calculus · Signals & Systems · Numerical Analysis
Skills & Stack
Let's build something intelligent.
Looking for a 3–4 month ML internship or alternance starting May 2026. Available for research labs, AI startups, and enterprise ML teams.