🚀 AI Engineer | Data Scientist
🎓 MSc Data Science @ EURECOM (France)
I build production-grade AI systems using SOTA research across Knowledge Grpahs, Drug Discovery, LLMs, RAG, multi-agent architectures, and scalable MLOps pipelines.
- 🔍 Specialized in ** SOTA research across Knowledge Grpahs, LLMs, RAG pipelines, and recommender systems**
- 🤖 Building agentic AI systems with real-world impact
- ⚙️ Strong focus on end-to-end ML systems (data → model → deployment)
- ☁️ Experienced with cloud + scalable infrastructure (GCP, AWS, Kubernetes)
Agentic RAG system for recruiter-focused candidate search
- 🧠 GPT-based intent understanding
- 🔎 Hybrid Retrieval (Dense + BM25 + RRF)
- 📊 Cross-encoder reranking + evidence extraction
- ⚡ Real-time system with FastAPI + Node.js + MongoDB
📈 Improved ranking quality (Precision@K, nDCG) over baseline retrieval systems
Generative AI for biological simulation
- 🧬 Conditional diffusion models (DDPM + UNet)
- ⚙️ Optimization via Evolution Strategies vs PPO
- 📊 Achieved ~25% improvement in generation quality (FID)
Unsupervised industrial fault detection
- 🎧 AST + PANN encoders + UNet decoder
- 📊 AUC: 0.943 (+22 pts over baseline)
- 🔍 Detects anomalies without labeled data
- 🌐 Portfolio: https://adnankarim.dev
- 💼 LinkedIn: https://www.linkedin.com/in/adnan-karim-dl
- 📧 Email: adnankaremjs@gmail.com
I enjoy building systems where AI doesn’t just predict — it reasons, retrieves, and acts.