Meghana Prabhandham
Hyderabad
Summary
Accomplished Senior Machine Learning Engineer with nearly 5 years of experience designing and deploying scalable AI solutions. Expertise in developing production-grade REST APIs with FastAPI, focusing on image and text processing. Skilled in MLOps, Docker deployment, and deep learning model development, with a history of leading teams and executing impactful projects.
Overview
5
5
years of professional experience
1
1
Certification
Work History
Senior Machine Learning Engineer
TestAing
05.2021 - Current
- Implemented MLOps practices to streamline model deployment and pipeline automation
- Architected and deployed FastAPI-based backend services for Object Detection and Image Classification pipelines handling image, text, and structured data
- Integrated Metamorphic Testing in structured data pipelines and Saliency Maps in object detection workflows to improve model explainability and trust
- Designed and developed an AI-based attendance system using Face Recognition, ensuring secure and accurate employee tracking
- Led containerization efforts using Docker, including writing Dockerfiles and managing images via Docker Hub for scalable deployment
- Customized and built pipelines with Teachable Machine models to address client-specific requirements and enhance solution relevance
- Mentored interns and led the Image Classification pipeline, ensuring timely and high-quality delivery
- Executed client demos, deployments, and on-premise installations, facilitating smooth implementation of solutions and client satisfaction
Education
Post Graduation - Data Science
Manipal Academy of Higher Education
01-2021
B.Tech - ECE
ACE Engineering College
01-2018
Skills
AI & Machine Learning:
Object Detection, Face Recognition, Image Classification, k-NN, Naïve Bayes, Decision Forests, Regression
Backend & Deployment:
FastAPI, REST API Development, Docker, Docker Hub
Data Science & Programming:
Python, NumPy, Pandas, Scikit-learn, Statsmodels
Specialized Techniques:
Metamorphic Testing, Saliency Maps, Teachable Machine
Visualization & Big Data:
Tableau, Matplotlib, Seaborn, Hadoop, Spark
Certification
- SPSS Modeler Certified
- IoT Challenge - IIT Bombay
- ELECTRET Symposium - CBIT
Timeline
Senior Machine Learning Engineer
TestAing
05.2021 - Current
Post Graduation - Data Science
Manipal Academy of Higher Education
B.Tech - ECE
ACE Engineering College