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1. nlu-gsm8k-sft-grpo nlu-gsm8k-sft-grpo Public

   Post-training a 0.5B LLM for mathematical reasoning: LoRA SFT + GRPO with verifiable rewards on GSM8K, and Shapley-value attribution of chain-of-thought prompting steps on MMLU-Redux.

   Jupyter Notebook

2. genAI-key-information-extraction-pipeline-and-evaluation genAI-key-information-extraction-pipeline-and-evaluation Public

   An end-to-end Generative AI pipeline for extracting structured data from unstructured text, complete with an automated evaluation and confidence calibration suite.

   Python 1

3. gpu-kernel-optimisation-glm-asr gpu-kernel-optimisation-glm-asr Public

   GPU Kernel Optimisation for GLM-ASR Inference via Triton

   Python

4. poly-detox-multilingual poly-detox-multilingual Public

   Poly-Detox: Multilingual Text Detoxification with LoRA-Adapted mT5 - Parameter-efficient multilingual text detoxification using LoRA fine-tuning on mT5-base (580M parameters) — trained on English a…

   Jupyter Notebook

5. real-time-crypto-arbitrage-htb real-time-crypto-arbitrage-htb Public

   A production-ready system for detecting cryptocurrency arbitrage opportunities across multiple exchanges in real-time, with ML-powered spread prediction and three comprehensive interactive dashboards.

   Python

6. multi-model-species-classification-mapping-system multi-model-species-classification-mapping-system Public

   This project analyzes species distribution data across different geographic locations, combining environmental features to predict: 1. **Classification Task**: Which species is present at a given l…

   Jupyter Notebook