Shaon Sikder
Full-Stack AI Engineer at Ajentica AI | Generative AI · Agents · MLOps
Innovative Full-Stack AI Engineer with over 5 years of experience designing scalable agentic systems, RAG pipelines, and MLOps architectures. Expert in Python, Generative AI (LLMs), and cloud deployment (AWS). Proven track record bridging research and production engineering, delivering automated solutions for healthcare and e-commerce sectors.
Technical Skills
Generative AI — LLM Fine-tuning (LoRA/PEFT, QLoRA, DPO/GRPO), Quantization, Advanced RAG (ChromaDB, Milvus, Pinecone), AI Agents (LangChain, LangGraph, CrewAI, MCP, A2A), Prompt Engineering, Multimodal AI.
Languages & Frameworks — Python, FastAPI, Django, SQL, TensorFlow, PyTorch, Scikit-learn, Pandas, NumPy, Selenium.
MLOps & Cloud — CI/CD (GitHub Actions), Docker, Kubernetes, AWS (EC2, S3, SageMaker, Lambda), MLflow, DVC, Monitoring & Logging.
Databases & Data — PostgreSQL, MongoDB, Redis, Vector Databases, ETL Pipelines, Web Scraping (Beautiful Soup), Knowledge Graphs.
Core Competencies — Agile Methodologies, Statistical Analysis, System Architecture, Stakeholder Management, Technical Leadership.
Community & Research
- Data Discovery (YouTube): Technical tutorials on Generative AI, RAG architectures, and Research Reviews. → Channel Link
- Research (Ongoing): Transfer Learning for Bone Marrow Classification · Thermal Comfort Analysis using XAI.