NB//SYS
AVAILABLE FOR SELECT PROJECTS
NIKITA
BABKIN
Senior ML / LLM Engineer
Building production AI systems, RAG platforms, LLM agents and intelligent products.
INITIALIZING NEURAL MATRIX...
NEURAL LOAD0.0%
01 / ABOUT
Engineering intelligence
I design AI products that survive contact with production — from data and evaluation to reliable inference and observability.
LLMRAGAI AgentsLangGraphKubernetesFastAPI
DATA
RETRIEVE
REASON
SHIP
02 / CAPABILITIES
Systems I build with
Backend
PythonFastAPIKafkaRESTCloud
KubernetesDockerAWSVercelData
QdrantPostgreSQLRedisVector DBMLOps
PyTorchHuggingFaceCI/CDTracing03 / PROJECTS
Selected intelligence
FEATURED SYSTEM
AI Assistant
Multi-agent workspace that plans, reasons and executes complex business workflows.
LangGraphFastAPIOpenAI
FEATURED SYSTEM
RAG Platform
Enterprise knowledge retrieval with hybrid search, reranking and evaluation loops.
QdrantPythonKubernetes
FEATURED SYSTEM
Trend Detection
Real-time signals engine that turns noisy data streams into actionable trends.
KafkaNLPPyTorch
FEATURED SYSTEM
Knowledge Assistant
Secure conversational access to distributed corporate knowledge.
RAGPostgreSQLLLM
04 / EXPERIENCE
Where I made impact
MARS LLC
Senior LLM Engineer
LLM Agents · RAG · Qdrant · LangGraph · FastAPI
MTS Digital
ML Engineer
NER · Kafka · spaCy · LLM Parser · Production NLP
05 / STACK
Technology constellation
PythonFastAPIDockerKubernetesLangChainLangGraphOpenAIQdrantPostgreSQLRedisKafkaPyTorchHuggingFace
6+Years Experience
20+AI Projects
5000+Users
100+LLM Experiments
06 / CONTACT
Let’s build what’s next
Have a hard AI problem or an ambitious product? I’m always open to a thoughtful conversation.
Let's talk