Senior Data Scientist with 6+ years of experience building production-grade Generative AI, Agentic AI, RAG pipelines, and LLMOps solutions. I specialize in taking AI initiatives from experimentation to scalable, monitored production systems that deliver measurable business impact (30–70% improvements in cost, efficiency, and accuracy).
Currently focused on:
- Voice-to-Voice AI Agents (LangGraph + real-time ASR/TTS + RAG + API integrations)
- Agentic AI systems for network operations and root-cause analysis
- LLMOps observability (Prometheus + Grafana)
- Hybrid search and recommendation engines at scale
Open to permanent, on-site/hybrid roles
GenAI & LLMOps
- Agentic AI • LangChain • LangGraph • RAG • Prompt Engineering • Guardrails • Agent Evaluation
- MLflow • Self-hosted LLM stacks • Observability (Prometheus, Grafana)
Machine Learning & Data
- Anomaly Detection (Time-Series) • Recommendation Systems • Structured Information Extraction
- PyTorch • TensorFlow • Hugging Face • Scikit-learn
Infrastructure & MLOps
- Docker • Kubernetes • CI/CD • GCP • Azure
- FastAPI • Django REST • Temporal.io
Information Retrieval
- Elasticsearch • Vespa.ai • Qdrant • Hybrid Search • Embedding Pipelines
Other
- Python • SQL • PostgreSQL • TimescaleDB • Power BI
Voice-to-Voice AI Call Centre Agent (MCI R&I Center)
- End-to-end production system using LangGraph with real-time speech, RAG, and CRM integration
- Replaced human agents for 100+ concurrent conversations
Self-Hosted Agentic AI Platform
- Full LLMOps stack (self-hosted LLMs, ASR/TTS, multi-agent orchestration, Qdrant, Flowise, Prometheus/Grafana)
Conversational KPI & Data Intelligence Agent
- Natural language to SQL + automated reporting with Power BI visualization
EviPackAI (Healthcare RAG Platform)
- Reduced document generation time from 1.5 months → 30 minutes and saved AUD 5,000 per document
- Email: [email protected]
- LinkedIn: linkedin.com/in/farid-j-maleki
- Portfolio & Projects: github.com/faridjb
Always happy to discuss Agentic AI, production RAG, LLMOps, or collaboration opportunities.
Outside of work: Keen cyclist, hiker, and camper who loves outdoor adventures.