- Surrey, BC, Canada
- https://aarmensidhu.netlify.app
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Inference-Benchmarks
Inference-Benchmarks PublicInferBench — FastAPI + ONNX Runtime inference server with a six-scenario benchmark harness: dynamic batching, caching, INT8 quantization, backpressure. INT8: 240 → 670 req/s on CPU.
Python 2
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greenleaf-dashboard
greenleaf-dashboard Public2nd place, RBC × BCCAI × SFU Beedie Agribusiness Analytics Hackathon — calibrated plant-stress early-warning model (0.78 ROC-AUC) + agentic RAG analyst with cited sources
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genai-stack-coder
genai-stack-coder PublicFine-tuning Qwen2.5-Coder-7B (QLoRA, one 12GB GPU) to write current OpenAI/Anthropic SDK code: 12% → 72% on a 50-prompt benchmark. Data harvest → train → GGUF/Ollama → eval → agent demo.
Python
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mailo
mailo PublicMulti-agent email-campaign system on Amazon Bedrock AgentCore — A2A + MCP, zero-trust identity, Cedar policies, LLM-as-judge evals
Python
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strata-warehouse
strata-warehouse PublicEnd-to-end SaaS subscription analytics warehouse: Postgres → dlt → MinIO Parquet → dbt-duckdb → Dagster → Streamlit, gated by 179 dbt tests
Python
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analyst-agent
analyst-agent PublicAn AI analyst for messy data: diagnoses, cleans, and answers questions over your tables, re-checking every fix and answer before it counts.
Python
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