AI/ML Engineer · LLMs · AI Infrastructure

Computer Science & Artificial Intelligence undergraduate building reliable AI systems, from applied research to production infrastructure.

Adam El-Kadri
Based in London01 / 06
02Profile

Education

BSc · 2024 to 2027

Royal Holloway, University of London

BSc Computer Science & Artificial Intelligence

Grade
First-Class Honours (Predicted)
Graduation
June 2027
Location
London, United Kingdom

Relevant modules

  • Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Intelligent Agents and Multi-Agent Systems
  • Quantum Computation
  • Computational Finance
  • Full Unit Project in Artificial Intelligence
03Profile

Experience

01

Zenithr

AI Engineer Intern

June 2026 to Present

Hybrid

  • Built an LLM candidate-sourcing platform turning hiring briefs into ranked, evidence-linked shortlists: 350 candidates over 50 live searches, 98% completion, 18s median latency, $0.008 per search.
  • Shipped an LLM extraction and ranking pipeline for web profiles and PDFs at 98.3% field-level accuracy, 0.99 F1, and 100% schema-valid output across a 345-field ground-truth set.
  • Architected a Celery and Redis crawling backend with HTTP-first fetching and Playwright fallback, sustaining 20 concurrent jobs at 1,780 pages/min with 3.0x worker scaling and 1,116 tests.
02

Royal Holloway, University of London

Research Assistant

June 2026 to Present

London, United Kingdom

  • Fine-tuned Qwen2.5-7B-Instruct with QLoRA on the SocSci210 behavioural dataset, cutting training loss from 1.84 to 0.98.
  • Built a reproducible Pandas, Hugging Face, and LLaMA-Factory pipeline over behavioural data spanning 210 social-science studies.
  • Benchmarked base against QLoRA-adapted models on 170 seen and 40 held-out studies for generalisation, exact-match accuracy, and MAE.
04Profile

Selected work

Project 01

Time Series Forecast AI Copilot

  • LangChain
  • LangGraph
  • Streamlit
  • SQLite
  • Turns plain-English requests about an uploaded CSV or Excel file into executable SQL queries and time-series forecasts, with no code written.
  • Agentic LangGraph workflow on the Anthropic Claude API, with async execution and per-session SQLite isolation.
Project 02

Rewire, Self-Maintaining API Agent

  • LLM Agents
  • GitHub API
  • OpenAPI
  • CI/CD
  • Monitors API specs, changelogs, and SDK releases, detects breaking changes, and traces affected usages into evidence-linked impact analysis.
  • Autonomous remediation pipeline that writes context-aware migrations, validates them with tests and static analysis, and opens reviewable pull requests.
05Profile

Technical expertise

Languages

  • Python
  • Java
  • JavaScript
  • TypeScript
  • SQL
  • C

AI/ML

  • PyTorch
  • TensorFlow
  • Scikit-learn
  • Hugging Face
  • Transformers
  • Machine Learning
  • Deep Learning
  • NLP
  • CNNs
  • Time-Series Forecasting
  • Model Evaluation
  • Data Preprocessing

Generative AI

  • LLMs
  • LLM Fine-Tuning
  • PEFT
  • QLoRA
  • RAG
  • LangChain
  • LangGraph
  • Anthropic Claude API
  • Prompt Engineering
  • Structured Extraction

Backend & MLOps

  • FastAPI
  • REST APIs
  • Docker
  • GitHub Actions
  • CI/CD
  • Linux
  • Celery
  • Redis
  • Distributed Systems
  • Parallel Processing
  • OAuth/OIDC

Data & Web

  • PostgreSQL
  • SQLite
  • Pandas
  • NumPy
  • AWS S3
  • Supabase
  • pgvector
  • Playwright
  • React
  • Node.js
  • Express.js
  • Streamlit
06Profile

Let’s connect.

I’m open to conversations about AI engineering, applied research, and postgraduate opportunities beginning after my 2027 graduation.

Section 1 of 6: Overview

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