Shaon Sikder
AI Engineer at Short Circuit Science and Generative AI Course Instructor at Horizon Solutions
AI Engineer specializing in LLMs, Agents, and Advanced RAG. I build production-grade AI systems that deliver measurable business and research impact.
- Deployed LLM chatbots for a 50+ service super-app, +20% engagement.
- Built OCR pipelines for document intake, -35% scanning errors.
- Delivered multi-agent workflows for literature mining and drug discovery.
What I do
- Generative AI: LLM fine-tuning (LoRA/PEFT, DPO/GRPO), quantization, safety and evals
- Agents: LangChain, LangGraph, CrewAI, MCP; tool-use and retrieval orchestration
- Retrieval: Advanced RAG with ChromaDB/Milvus/Pinecone, hybrid search, knowledge graphs
- MLOps/Cloud: FastAPI backends, Docker/K8s, CI/CD, AWS (EC2, S3, Lambda, SageMaker)
For universities (MS/PhD faculty)
- Interested in applied LLMs, agent systems, and trustworthy ML
- Open to research collaborations and co-authored work
- See my publications and ongoing projects under Research and Projects
For clients
- I scope, prototype, and productionize AI features end-to-end
- Clear milestones and outcomes; documentation and handoff included
- Let’s discuss your use case ➜ shaonsikder.ewu@gmail.com