- Location: Dublin, Ireland
- Contact: +353 89 984 9430 · shaw.swaraj16@gmail.com
- Online: swarajshaw.github.io · linkedin.com/in/swarajs · github.com/swarajshaw
- Focus Areas: NLP · Speech (TTS/ASR) · LLM systems · Embeddings · Python/Rust ML infrastructure · Evaluation design · Data automation
- Stack: PyTorch, TensorFlow, ONNX Runtime, HuggingFace, FastAPI, Rust, Python, C++, Next.js, Celery, Redis, AWS, GCP, Docker, Terraform, SQL, Redis, Power BI, Tableau, Looker
- Machine Learning Engineer with 5+ years building NLP, speech, and LLM systems; expert in embeddings, hybrid inference (Rust/Python), and evaluation pipelines.
- Passionate about end-to-end AI platforms: platform architecture, prompt orchestration, distillation/QA workflows, dataset/version control, and lightweight desktop tooling.
- Personal projects cover: a full-stack Nexus AI Engine (FastAPI + Next.js + Prefect), a local-first semantic file intelligence tool (Rust + ONNX + Tauri), and ML-powered hiring/document automation services.
- Always exploring new tooling, evaluation frameworks, and pipeline automation to keep research code production-ready.
- Meta SME for phoneset/G2P/TN pipeline, built sentence evaluation suite, corrected phonetic entries, and helped ship Ray-Ban smart glasses Hindi TTS.
- Nexus AI Engine (Private)
Architected a monorepo AI platform with FastAPI gateway, Next.js messenger UI, dataset/disti workflows, Prefect orchestration, evaluation suite, and experiments/Launchpad metadata service. - Sorted – Local-First AI File Intelligence (Rust, ONNX, Tauri)
Created an offline semantic search app with GPU ONNX inference, embedding pipelines, Tauri desktop UI, and resilient ML experimentation + inference integration. - Job Tracker Portal (Private)/ Document Extractor / Visual Product Recommender
Built ML-backed hiring intelligence pipelines, OCR + PyTorch document automation, and SageMaker/Elastic image recommenders that boosted revenue/efficiency by 25–30%. - AspireNXT & Zeo Minds
Delivered conversational chatbots, analytics platforms, recommendation engines, anomaly detection, ASR pilots, and BI automation for clients across finance, energy, and telecom. - Education: MSc Artificial Intelligence (Dublin Business School, 1.1 Honors), B.Tech Computer Science (Amity University).
