
Sunil Krishna
@sunilkrishna
I build production RAG and agentic AI platforms for regulated, cloud-native enterprise systems.
What I'm looking for
At Equinix, I architect production multi-tenant agentic AI platforms that let operators provision global infrastructure through natural language, reducing provisioning time from hours to under 20 minutes.
I’ve built governed RAG and document-intelligence systems at JPMorgan Chase, including retrieval across 200,000+ compliance documents and a multi-agent workflow processing 15,000+ documents monthly at 94% accuracy.
My work spans LangChain, LangGraph, Python, cloud-native MLOps, and enterprise AI governance. Previously, I developed manufacturing ML systems at AMD and financial-services NLP, fraud, credit-risk, and AML platforms at L&T Infotech.
Experience
Work history, roles, and key accomplishments
Architected production-grade multi-tenant agentic AI platform using Python, LangChain, and LangGraph, deployed via Docker and Kubernetes, reducing infrastructure provisioning time from hours to under 20 minutes. Established MLOps and AgentOps practices with observability, guardrails, and AI gateway for governance.
I worked as an AI Engineer at JPMC to build RAG system for compliance documents
Education
Degrees, certifications, and relevant coursework
University of New Haven
Master of Science, Data Science
Grade: 3.8/4.0
Master of Science in Data Science from the University of New Haven, completed in 2024 with a GPA of 3.8/4.0.
Pydah College of Engineering & Technology
Bachelor of Technology, Computer Science Engineering
Bachelor of Technology in Computer Science Engineering from Pydah College of Engineering & Technology, completed in 2017.
Tech stack
Software and tools used professionally
Apache Spark
GitHub
Kubernetes
Jenkins
GitHub Actions
NumPy
Pandas
PySpark
dbt
DB
PostgreSQL
MongoDB
Cassandra
Databricks
Neo4j
Redis
Python
F#
TensorFlow
PyTorch
MLflow
scikit-learn
Kubeflow
Kafka
FastAPI
Prometheus
Elasticsearch
Docker
Airflow
GuardRails
SQL
Amazon SageMaker
XGBoost
LightGBM
Apache Iceberg
Temporal
LangChain
Pinecone
Delta Lake
GitHub Copilot
AgentOps
Ragas
Cosmos
Bash
Scale AI
N8N
pgvector
Agentic
Faiss
LangGraph
Microsoft Fabric
Model Context Protocol (MCP)
PEFT
Availability
Location
Authorized to work in
Job categories
Skills
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