Loading public profile
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
→
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
→
Developed a gradient-boosted fraud detection model and an LLM-based alert-summarization tool to streamline analyst review processes.
Data Engineer — Mphasis
→
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
Uday Venkatesha 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.
Uday Venkatesha has experience in Data Scientist, Data Engineer across organizations including Saayam for All, Hamilton Digital Assets, Mphasis.
Uday Venkatesha 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.
Relevant searches: AI/ML Engineer · Python PyTorch TensorFlow
Last updated
