Rommel Sharma — Applied AI Articles & Projects https://rommelsharma.github.io/ Technical articles and project deep dives by Rommel Sharma — applied machine learning, bio-acoustics, computer vision, voice synthesis, and MLOps. Based in Sydney, Australia. en-au Copyright 2026 Rommel Sharma Tue, 24 Jun 2026 12:00:00 +1000 https://rommelsharma.github.io/assets/images/train.jpg Rommel Sharma — Applied AI Portfolio https://rommelsharma.github.io/ Wildlife Identification by Sound: Bio-Acoustic Species Identification https://rommelsharma.github.io/projects/bio-acoustics.html https://rommelsharma.github.io/projects/bio-acoustics.html Tue, 24 Jun 2026 12:00:00 +1000 Rommel Sharma BirdCLEF+ 2026 Pantanal acoustic species identification by Rommel Sharma: from 0.50 baseline to 0.898 private LB with an ONNX 4-member ensemble, Site-22 harness gates, and MLOps run registry. Jaguar Re-Identification via Deep Learning & Metric Learning https://rommelsharma.github.io/projects/jaguar-identification.html https://rommelsharma.github.io/projects/jaguar-identification.html Mon, 10 Jun 2026 12:00:00 +1000 Rommel Sharma Automated jaguar re-identification system architected by Rommel Sharma — MegaDescriptor backbones, metric learning, and wildlife conservation computer vision. Decision Lens: Evidence-Grounded Decision Intelligence https://rommelsharma.github.io/projects/decision-lens.html https://rommelsharma.github.io/projects/decision-lens.html Mon, 10 Jun 2026 12:00:00 +1000 Rommel Sharma Decision intelligence system by Rommel Sharma — Proxy-Pointer RAG, dual-inference comparison, and cognitive bias mitigation for executive strategy. SonarAI: Zero-Shot Voice Cloning & TTS Engine https://rommelsharma.github.io/projects/voice-synthesis.html https://rommelsharma.github.io/projects/voice-synthesis.html Mon, 10 Jun 2026 12:00:00 +1000 Rommel Sharma Privacy-preserving text-to-speech and zero-shot voice cloning by Rommel Sharma — XTTS v2, Kokoro-82M, SSML, and EBU R128 audio pipelines. Stocks Value Investor: Quantitative Equity Screener https://rommelsharma.github.io/projects/market-analysis.html https://rommelsharma.github.io/projects/market-analysis.html Mon, 10 Jun 2026 12:00:00 +1000 Rommel Sharma Rules-driven quantitative equity screener built by Rommel Sharma — Benjamin Graham principles, JSON rules engines, and LLM thesis validation. Real-Time Face Recognition https://rommelsharma.github.io/projects/facial-recognition.html https://rommelsharma.github.io/projects/facial-recognition.html Mon, 10 Jun 2026 12:00:00 +1000 Rommel Sharma Real-time face recognition pipeline by Rommel Sharma — InsightFace, WebRTC streaming, and low-latency identity verification.