This professional is AI/ML Engineer, 4 years of experience, with expertise in Agentic AI, Anthropic Claude, Apache Airflow, AWS, Azure, Bash, BentoML, dbt, Docker, Embeddings, ETL/ELT, FAISS.
Approved discovery phrases: AI/ML Engineer · Python PyTorch TensorFlow
An AI/ML engineer with over 4 years of experience building production machine learning and generative AI systems in fintech and healthcare. Expertise spans the full ML lifecycle, including LLM fine-tuning, RAG development, and deploying scalable agentic applications with robust data engineering foundations.
skills
experience
Data Scientist — Saayam for All
June 2025 → July 2026
Built an LLM-powered request classification and routing service using GPT-4o and Llama 3 to automate aid request categorization and improve routing accuracy.
Data Scientist — Hamilton Digital Assets
October 2024 → May 2025
Developed a gradient-boosted fraud detection model and an LLM-based alert-summarization tool to streamline analyst review processes.
Data Engineer — Mphasis
August 2020 → July 2023
Developed batch ingestion pipelines and automated reconciliation jobs to consolidate banking trade data and improve reporting efficiency.
featured projects
Health Insurance Benefits & Coverage Verification Agent
Python · LangGraph · GPT-4o · pgvector · FastAPI · Docker
Built an agentic LLM assistant using LangGraph and RAG to explain insurance coverage and out-of-pocket costs for medical procedures with source citations.
Real-Time Fraud Detection & Agentic Dispute Triage
Python · Kafka · Feast · XGBoost · LangGraph · Redis · FastAPI · MLflow · Kubernetes · AWS
Developed a real-time fraud scoring system using Kafka and XGBoost, complemented by a LangGraph agent for automated dispute resolution drafting.
education
Illinois Institute of Technology — Master of Science, Data Science
profile questions
What does This professional specialize in?
This professional lists Agentic AI, Anthropic Claude, Apache Airflow, AWS, Azure, Bash, BentoML, dbt, Docker, Embeddings, ETL/ELT, FAISS, FastAPI, Feast, GCP Vertex AI, GitHub Actions, Hugging Face Transformers, Kafka, Kubernetes, LangChain, LangGraph, LangSmith, LightGBM, Llama 3, LlamaIndex, LoRA, MLflow, Model Context Protocol, NumPy, OpenAI GPT-4o, pandas, PEFT, pgvector, Pinecone, Prompt Engineering, PySpark, Python, PyTorch, QLoRA, RAG, RAGAS, scikit-learn, Semantic Search, sentence-transformers, Snowflake, Spark, SQL, TensorFlow, vLLM, Weaviate, Weights & Biases, XGBoost as professional skills.
What roles has This professional worked in?
This professional has experience in Data Scientist, Data Engineer across organizations including Saayam for All, Hamilton Digital Assets, Mphasis.
AI/ML Engineer
- AI/ML Engineer
- Python PyTorch TensorFlow
exposure-filtered · access consent-logged · last updated 2026-08-20