Hi, I’m Mani Advinibolla, a results-driven AI/ML engineer with 4+ years of experience building end-to-end machine learning solutions across healthcare, finance, and IT domains. I enjoy turning messy data into reliable, scalable models and ML services using Python, TensorFlow, PyTorch, and tools like LangChain, Flask, and FastAPI. I collaborate with clinicians, data scientists, and engineers to design robust data pipelines, containerized deployments on AWS with Docker and Kubernetes, and real-time dashboards with Grafana. I’m passionate about production-grade ML—ensuring HIPAA-compliant data handling, reproducible workflows, and measurable impact in production systems.

Mani Advinibolla

Hi, I’m Mani Advinibolla, a results-driven AI/ML engineer with 4+ years of experience building end-to-end machine learning solutions across healthcare, finance, and IT domains. I enjoy turning messy data into reliable, scalable models and ML services using Python, TensorFlow, PyTorch, and tools like LangChain, Flask, and FastAPI. I collaborate with clinicians, data scientists, and engineers to design robust data pipelines, containerized deployments on AWS with Docker and Kubernetes, and real-time dashboards with Grafana. I’m passionate about production-grade ML—ensuring HIPAA-compliant data handling, reproducible workflows, and measurable impact in production systems.

Available to hire

Hi, I’m Mani Advinibolla, a results-driven AI/ML engineer with 4+ years of experience building end-to-end machine learning solutions across healthcare, finance, and IT domains. I enjoy turning messy data into reliable, scalable models and ML services using Python, TensorFlow, PyTorch, and tools like LangChain, Flask, and FastAPI.

I collaborate with clinicians, data scientists, and engineers to design robust data pipelines, containerized deployments on AWS with Docker and Kubernetes, and real-time dashboards with Grafana. I’m passionate about production-grade ML—ensuring HIPAA-compliant data handling, reproducible workflows, and measurable impact in production systems.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert

Language

English
Fluent

Work Experience

Machine Learning Software Engineer at Paytm
December 1, 2019 - December 1, 2022
Built ML fraud-detection and anomaly-prediction microservices using Python and Kafka; processed 5M+ transactions monthly; reduced false positives and improved daily monitoring efficiency. Implemented data pipelines with Kafka, Cassandra, Redis; developed REST APIs and Grafana dashboards; deployed ML features on AWS (S3, Lambda, SageMaker) and containerized with Docker/Kubernetes.

Education

Master of Science in Management and Information Systems at University of Memphis
January 1, 2023 - December 31, 2024
Bachelor of Technology in IT at Sri Indu College of Engineering and Technology
July 1, 2018 - July 1, 2022

Qualifications

Machine Learning Specialization — Generative AI with Large Language Models
January 11, 2030 - April 7, 2026

Industry Experience

Healthcare, Financial Services, Software & Internet