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1. Local-AI-Assistant-Benchmarking-using-SLMs Local-AI-Assistant-Benchmarking-using-SLMs Public

   A local, privacy-first AI assistant and scientific benchmarking suite for Small Language Models (SLMs) via Ollama. Features dual-clock latency profiling (TTFT, tok/s), strict Pydantic auto-repair, …

   Python

2. Monitoring-Observability-Layer-for-AI-Systems Monitoring-Observability-Layer-for-AI-Systems Public

   Enterprise AI SRE observability & monitoring layer for RAG systems using self-hosted Langfuse. Features end-to-end pipeline tracing, latency percentiles (P50/P95), token cost tracking, citation gro…

   Python

3. Production-Grade-Retrieval-Augmented-Generation-RAG-System Production-Grade-Retrieval-Augmented-Generation-RAG-System Public

   Production-grade Retrieval-Augmented Generation (RAG) system built with LangChain, ChromaDB, and Cohere Rerank. Features Hybrid Search (BM25 + Vector), strict citation enforcement with zero-halluci…

   Python

4. Supervised-Fine-Tuning-Preference-Tuning Supervised-Fine-Tuning-Preference-Tuning Public

   End-to-end LLM alignment pipeline (SFT + DPO) using QLoRA, Axolotl, and Hugging Face TRL to fine-tune Qwen 2.5 8B for strict JSON extraction and calibrated tool-calling.

   Python

5. Real-Time-Multimodal-Voice-Assistant Real-Time-Multimodal-Voice-Assistant Public

   Real-time multimodal voice assistant backend in Python with a sub-800ms latency budget. Features full-duplex WebSockets, Deepgram ASR, streaming LLM clause chunking, ElevenLabs TTS, circuit breaker…

   Python