Smit Patel
MLE II @ Amazon | Ex-MLE @ Intel | Ex-DS @ Cisco | Btech+Mtech, IIIT-Bangalore (2019) | AI, ML, Python Enthusiast
- Role
- Machine Learning Engineer Ii - Network Operations at Amazon
- Location
- Dallas-Fort Worth, TX, US
- LinkedIn followers
- 500 followers
About Smit Patel
Skilled AI/ML engineer with a Master’s in Data Science. Working as a Senior MLE with Amazon - Network Ops (previously Prime Video). Proficient in data science, ML/DL & AI with advanced level expertise in Python. 6+ years of data-oriented industry experience building and deploying autonomous agents, LLM workflows, recommendation engines, and predictive models. Expert in building real-time ML Data Pipelines, and Agentic MLOps infrastructures. Extensive research experience supplemented by impactful projects and a publication in an journal. Distinguished technical, management, business, and interpersonal skills. Authorized to work in the USA with a valid H1B visa. Thrives in roles that expects understanding, enhancement and incorporation of state-of-art technologies and techniques of data science.Loves gymming, playing outdoor sports (like badminton, football, cricket, etc.) and follow football - huge fan of FC Barcelona!
Experience
Machine Learning Engineer Ii - Network Operations
Sep 2024 — Present · Dallas, TX, US
Architected an unsupervised Anomaly Detection pipeline for >2.5B network device logs/day to enable proactive downtime alerting with 5min p90 latency. Engineered a hybrid LLM-as-judge plus LightGBM based design to filter out >99.99% of noisy telemetry near real-time- Developed an Agentic Reasoning system leveraging RAG and MCP frameworks to automate reactive network outage Root Cause Analysis. Orchestrated autonomous tool-calling to synthesize diagnostic data and internal documents to generate actionable remediations.
Education
School Of Achievers, Gandhinagar
Higher Secondary, Engineering
2012 — 2014
International Institute of Information Technology Bangalore
Master’s Degree, Information Technology
2014 — 2019
Hillwoods School
High School, Engineering
2004 — 2014
Skills
- Social Media
- Data Analysis
- Data Structures
- Css
- Microsoft Word
- Opencv
- Object-Oriented Programming (Oop)
- Php
- Computer Vision
- C
- Programming
- Microsoft Office
- Sql
- Linux
- Html5
- Software Development
- Python
- Latex
- Microsoft Excel
- Android Development
- Java
- Machine Learning
- Algorithms
- Public Speaking
- Web Development
- Javascript
- C++
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