About
PhD (AI) Python (JS). 10 years’ experience. NLP, Chatbots, RAG, Perplexity / Anthropic / OpenAI APIs, Postgres, Huggingface, Langchain, Langgraph, Ollama, Flask, AWS, Google Cloud, Docker, Railway, Scikit, Tensorflow, Selenium, ML, Stats, Quantum Computing IBM API contributor. 4 years R&D management. Self-starter, team-player, communicator (TEDx). Maths degree. Examples:
- Volvo - RAG system / Azure / Embeddings / Postgres / Docker (Python)
- Aethux - Multi-agent planning LLM system with verification (Python)
- Sunmukai - Chemical reaction pathway predictor (Python)
- Sunmukai - Transformer with novel regularisation algorithm (Python / Pytorch)
- Sirona - Agentic Chatbox (Openai / RAG) - (Python / JS / Flask)
- CV Analysis (Python / OpenAI / NLP / Visual) + deployment (Upwork)
- RAG-enabled analysis of Machine Core Carbon Emissions
RAG, Ollama, Python, Agentic methods (Python)
- Automated summary of UK local government health forms and video interviews.
AWS, BOTO3, Claude Sonnet, Python, OpenAI Whisper, LLM, Prompt Engineering
- For a management consultancy company. Visual Chunking and Fine-tuned Topic Detection using GPT-4 Vision and GPT-3.5.
Python, Prompt Engineering, Mega-prompts, OpenAI Finetuning API, BERT, Scikit-learn, Iterstrat, Pandas, Langchain, Matplotlib
- Quantum Computing AI Agent (D-Wave Inc.)
Python, Langchain, D-Wave API
- Fiction Judging with GPT-4 API assistance (London International Screenwriting Competition)
Python, Open AI API, Selenium, NLTK, AWS
- Paywall site to allow clients to run text through a DNN (trained by me). (London International Screenwriting Competition.)
Python, Flask, Tensorflow, NLTK, JavaScript, HTML, SimpleDB, SQL
- Reddit Scraping and Sentiment Analysis by Transformers (For Film Industry research client).
Python, Pandas, Matplotlib, Transformers / Hugging Face, Python, NLTK
- Contributor to IBM Quantum Computing API
MRR is an estimate from Upwork's public figures - not an Upwork-official number.