Vamshiteja Kaspe

ML Engineer
5years in AI/ML
4years with LangChain
2years at Morgan Stanley
C1English

Overview

AI & Machine Learning Engineer with 4+ years of experience building Python-based ML solutions, including LLM applications and scalable data pipelines. Experienced with RAG, embeddings, FastAPI services, and deploying ML workloads across AWS and Azure with MLOps monitoring and evaluation workflows.

Timeline

AI/ML Engineer · Middle
Morgan Stanley · Full-Time
Jun 2024 to Present 2 Years 5 Months Miami In office
Built Python and XGBoost fraud risk models with feature engineering, evaluation, and iterative tuning. Developed graph-based fraud detection workflows and LLM-based contextual explanation using LangChain with RAG. Implemented retrieval-focused AI flows, data pipelines, and REST services, and deployed ML components with Docker/Kubernetes. Added model monitoring and MLOps automation using SHAP interpretability, MLflow tracking, and retraining workflows.
XGBoost
PyTorch
LangChain
RAG
Embeddings
FastAPI
Apache Kafka
PostgreSQL
Amazon S3
AWS
Azure
Docker
Kubernetes
SHAP
MLFlow
Semantic Search
Rest API
AI/ML Engineer · Middle
HCL Technologies · Full-Time
Jan 2021 to Apr 2023 2 Years 3 Months In office
Developed anomaly detection and cloud-cost forecasting models using Python with Scikit-learn and TensorFlow. Built multi-region telemetry pipelines with SQL and Airflow, and implemented production RAG and agentic workflows using LangChain and LangGraph. Delivered FastAPI services and supported Azure ML ingestion, training, validation, and deployment, improving CI/CD reliability. Created Tableau dashboards and contributed to troubleshooting and workflow documentation.
Scikit-learn
TensorFlow
SQL
LangChain
LangGraph
RAG
Agentic Workflows
FastAPI
CI/CD
Azure
Docker
Amazon S3
Tableau

Projects

Face Mask Detection
Developed an AI computer-vision approach for detecting face masks using TensorFlow. Focused on building the vision model and validating it for face-mask recognition use cases.

Technical skills

Languages
2
SQL
Python
DevOps
7
Azure
Amazon S3
Docker
AWS
Kubernetes
CI/CD
Rest API
AI/ML
13
LangChain
Scikit-learn
TensorFlow
LangGraph
PyTorch
XGBoost
SHAP
RAG
MLFlow
Embeddings
LLM
Agentic Workflows
Semantic Search
Other
10
FastAPI
PostgreSQL
Tableau
Apache Kafka
AI Agents
Machine Learning
Prompt Engineering
Computer Vision
Interpretability
Anomaly Detection

Job preferences

Work permits
United States
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