Full job description
Appedology Pvt Ltd is Hiring – AI/R&D Lead
We are seeking a highly skilled AI/R&D Lead with a strong foundation in computer science, machine learning, and deep learning. The ideal candidate should have expertise in:
Core Skills
- Strong understanding of data structures, algorithms, and system design
- Proficiency in mathematics and statistics
- Hands-on experience with ML frameworks: PyTorch, TensorFlow, JAX
- Expertise in training and fine-tuning neural networks, transfer learning, and model compression
LLMs, VLMs & NLP
- Experience with large language models (LLMs) and vision-language models (VLMs)
- Knowledge of RAG & Graph RAG (document ingestion, chunking strategies)
- Background in text classification and summarization
- Experience with agent-based frameworks (LangChain, LlamaIndex, Haystack)
Tooling & Deployment
- Expert-level proficiency in Python, GIT, Flask (for APIs)
- Experience with Docker, Kubernetes for containerization
- Model deployment on GPU-backed infrastructure
Research & Experimentation
- Ability to read and implement recent research papers from arXiv
- Familiarity with benchmarking frameworks (ELO scores, HELM, TruthfulQA, MM-Bench)
- Rapid prototyping of custom architectures and hybrid models
Benefits
- 5 working days
- Medical insurance
- Provident fund
- Market competitive salary
Apply now: careers@appedology.com
Location: DHA Phase 5, Tauheed Commercial, Karachi
Job Type: Full-time
Work Location: In person