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1. Parallel-BPE-Tokenizer Parallel-BPE-Tokenizer Public

   High-performance GPT-2-style BPE tokenizer in C++ with parallel batch encoding, thread-pool execution, thread-local caching, and benchmark-driven comparison against tiktoken and GPT2TokenizerFast

   C++ 2

2. CPUinference CPUinference Public

   End-to-end LLM inference on CPU: API serving, streaming, benchmarking, memory analysis, and model compression(quantization).

   Python

3. gpu-profiling-cuda-kernels gpu-profiling-cuda-kernels Public

   GPU profiling suite & CUDA kernels on A100 80GB — ResNet-50 benchmarks, Nsight Systems profiling, tiled matrix multiplication with shared memory

   Python

4. Hardware-Aware-Training-Time-Throughput-Prediction Hardware-Aware-Training-Time-Throughput-Prediction Public

   Hardware-aware CNN training performance predictor for CIFAR-10 on NVIDIA A100—learns sec/epoch from config features and derives throughput (images/sec) from predicted time.

   Python

5. miniops miniops Public

   Mixed-language C++/Python tensor ops package with a native CPU backend, pybind11 bindings, modern packaging, CI, and benchmarked speedups over a Python reference implementation.

   Python

6. Doc-Rag-Agent Doc-Rag-Agent Public

   Doc RAG Agent is a custom lightweight document Q&A system built from scratch that retrieves relevant chunks from PDFs, answers using only that evidence, and enforces verified citations (or abstains…

   Python