GitHub Activity
GitHub Activity424 contributions in the last year
GitLab Activity1669 contributions in the last year
Danial Panah 
Senior AI / Machine Learning Engineer building LLM applications, agentic systems, RAG and MLOps on 10+ years of backend engineering. 
Python PyTorch LangChain Docker
What I Do
Senior AI / Machine Learning Engineer building LLM applications, agentic systems, RAG pipelines and the MLOps behind them
Build LLM applications and agentic, tool-calling systems that run in production, with evals, guardrails and hard cost controls
Design RAG pipelines and fine-tune open-weight models (LoRA/QLoRA), from chunking and embeddings to reranking and semantic caching
Ship and operate models on AWS and Azure with Docker, Kubernetes, CI/CD and monitoring for latency, cost and error rate
PythonLLM Apps & Agents
Tool calling · Evals · FastAPIPyTorchFine-Tuning
LoRA/QLoRA · Hugging Face · MLflowLangChainRAG & Orchestration
Embeddings · Reranking · MCPSERVICESuptime 99.98%
llm-detectorClaudeOK712.7ms
vector-cachepgvectorOK3.6ms
stream-ingestNATSOK0.7ms
Experiences
CryHub
Senior Backend Engineer
Jan 2026 – Aug 2026
LLM-driven anomaly detection on real-time crypto market data, on top of an event-driven microservices platform I owned end to end.
- Designed and shipped the LLM-driven anomaly and pattern detection pipeline on real-time crypto market data, built on the Anthropic Claude API; it replaced manual review.
- Owned the platform architecture end to end: a 4-service event-driven pipeline on an 8-stream NATS JetStream topology, built for high-throughput real-time data (Go, Redis, TimescaleDB).
- Built the pub/sub WebSocket layer that manages concurrent client connections and broadcasts market events.
- Split Redis across 4 databases (caching, aggregation state, rate limiting, connection tracking) and persisted time-series data in TimescaleDB.
- Containerized the full stack for dev/prod parity; day-to-day development in Claude Code and Cursor.
Subke GmbH
Senior Backend Engineer
Jan 2023 – Jan 2026
Multi-tenant enterprise CRM and logistics platform for a Hamburg logistics company, delivered remotely.
- Delivered a multi-tenant enterprise CRM and logistics platform: 30+ domain service classes across 72+ migrations. Paired AI-assisted development (ChatGPT, Cursor) with code written by hand, which sped up delivery without loosening architecture standards.
- Ran RBAC off a database-driven runtime model and moved JTL ERP synchronization and 14+ scheduled jobs to asynchronous queued background processing.
- Built a real-time messaging hub with IMAP/SMTP processing, an auto-routing rules engine and live notifications.
- Shipped QR-code parcel tracking and multi-language localization, and wrote the automated deployment commands for staging and production.
The Bolt
Lead Backend Developer
Jan 2022 – Jul 2022
Backend lead for a London agency shipping full-stack applications to clients in automotive, clinical and industrial sectors.
- Led backend architecture across 5+ concurrent client projects, among them a vehicle sales CRM, a clinical services platform and an industrial packaging system.
- Set code-quality standards and delivery timelines for the team shipping those full-stack applications.
- Delivered the AutoASX vehicle sales CRM with client and dealer panels, search across thousands of vehicles, financial calculators and live vehicle data from external APIs.
Matter of Software
Senior Laravel Developer
May 2021 – Sep 2021
Logistics and asset-management software for UK clients.
- Extended an existing asset management platform with RFID scanner integration and a REST API layer for mobile connectivity.
- Built a logistics platform that tracks reusable containers through inventory, warehousing, washing and repair.
Kappa London
Backend Developer & DevOps
Apr 2020 – May 2021
E-commerce, healthcare and social platforms for UK clients, plus deployment and server operations.
- Delivered the award-winning Bryant Dental e-commerce platform (Awwwards Honorable Mention 2018, Dental Industry Awards Best Website 2019).
- Built a social network for Oxford University with appointments, direct chat, and video/voice calls.
- Shipped an NHS-compliant dentistry management platform that handles appointments, diagnoses, financials and communications.
Teknet Ltd
Laravel Developer, Project Manager & DevOps
Jun 2018 – Jan 2020
Enterprise project management and scheduling systems for UK clients, from architecture to deployment.
- Led backend architecture for an enterprise project management system with CRM, accounting, GPS, scheduling and stock management modules.
- Launched an online scheduling and reservation system with PayPal payments and invoicing.
Notable Projects
Production AI systems and the platforms underneath them
CryHub: LLM Anomaly Detection on Live Market Data
LLM-driven pipeline that detects anomalies and patterns in real-time crypto market data and replaced manual review. Built on the Anthropic Claude API over a 4-service event-driven platform: Go, NATS JetStream (8 streams), Redis, TimescaleDB, WebSockets.
AI Job-Application Co-Pilot
Self-built platform that drafts tailored resumes and screening answers from a structured profile; a human reviews and submits every application. OpenRouter multi-tier routing, pgvector semantic cache, Chrome extension.
Subke CRM & Logistics Platform
Multi-tenant enterprise CRM and logistics system: database-driven runtime RBAC, real-time messaging hub, QR-code parcel tracking, JTL ERP integration, 30+ domain service classes across 72+ migrations. Delivered with AI-assisted development alongside hand-written code.
Bryant Dental
Award-winning e-commerce platform for a UK dental equipment manufacturer, with a product configurator, quote engine and content management. Awwwards Honorable Mention 2018, Dental Industry Awards Best Website 2019.
Achievements 
Recognised work from across my career.
Awwwards Honorable Mention
Bryant Dental received an Awwwards Honorable Mention in 2018 for web design and development.
Dental Industry Awards, Best Website 2019
Bryant Dental won Best Website at the Dental Industry Awards 2019.
Education
Azad University, Science and Research Branch
M.Sc. Computer Software Engineering
2015
Postgraduate work in software engineering and systems architecture.
Azad University
B.Sc. Computer Engineering
2010
Computer engineering, algorithms, data structures and software development.
Contact Me 
Open to remote AI/ML engineering roles and contract work. Email is the fastest way to reach me.