repositories

Code behind my research and engineering projects.

gsp-fourrooms From-scratch reproduction of Goal-Space Planning with Subgoal Models (JMLR 2024) on FourRooms, with an interactive report. Python reinforcement learningplanningreproduction mytorch A deep learning framework built from scratch to learn how PyTorch works, with training diagnostics that name the problem. Python autodiffdeep learningeducation kg-generator Turns PDF documents into a knowledge graph through an idempotent pipeline on FalkorDB, Kafka, MinIO and Redis. Python knowledge graphsGraphRAGKafka DiffRUL-CMAPSS Diffusion-based data augmentation for aero-engine remaining-useful-life estimation on NASA C-MAPSS. Python diffusion modelstime series Bearing-DiffRUL-XJTU-SY The same diffusion-based approach applied to rolling-bearing degradation on XJTU-SY. Python diffusion modelspredictive maintenance Information-Retrieval A Persian search engine combining TF-IDF and ParsBERT retrieval, K-Means clustering and FAISS. Python information retrievalNLP nobletooth/dotanet A team-built ad-serving platform with real-time auctions and click and impression tracking. Go backendad tech AmirmahdiTavakoli/ATS Ranks CVs against a job description using SentenceTransformers embeddings. Python NLPFlask