I am a passionate Machine Learning Engineer specializing in AI with strong experience in building full-stack modular AI agents and scalable systems. I enjoy working with cutting-edge AI technologies like LangChain, LangGraph, and large language models to automate complex industrial processes and enhance operational efficiency. Throughout my career, I've developed high-throughput real-time data processing pipelines and deployed AI-driven solutions that significantly reduce manual tasks and improve incident detection and resolution times. I am keen on leveraging my skills to innovate and solve challenging problems in AI and software development.

R OHITH S AI

I am a passionate Machine Learning Engineer specializing in AI with strong experience in building full-stack modular AI agents and scalable systems. I enjoy working with cutting-edge AI technologies like LangChain, LangGraph, and large language models to automate complex industrial processes and enhance operational efficiency. Throughout my career, I've developed high-throughput real-time data processing pipelines and deployed AI-driven solutions that significantly reduce manual tasks and improve incident detection and resolution times. I am keen on leveraging my skills to innovate and solve challenging problems in AI and software development.

Available to hire

I am a passionate Machine Learning Engineer specializing in AI with strong experience in building full-stack modular AI agents and scalable systems. I enjoy working with cutting-edge AI technologies like LangChain, LangGraph, and large language models to automate complex industrial processes and enhance operational efficiency.

Throughout my career, I’ve developed high-throughput real-time data processing pipelines and deployed AI-driven solutions that significantly reduce manual tasks and improve incident detection and resolution times. I am keen on leveraging my skills to innovate and solve challenging problems in AI and software development.

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Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate

Language

English
Fluent
Hindi
Fluent
German
Beginner

Work Experience

Machine Learning Engineer at Deep Edge .ai
April 1, 2025 - Present
Architected and led the full-stack development of modular AI agents, designing a scalable system with a React/Next.js frontend, a FastAPI backend, and Docker-based deployment. Developed AI-driven Incident Agent using LangChain/LangGraph/OpenAI for industrial log parsing, automating 90% of manual review and reducing detection time. Built and deployed a Chat Agent for tool-augmented root cause analysis using RAG on technical documents, improving mean time to resolution by 60%. Implemented high-throughput WebSocket data ingestion processing 50,000+ datapoints per minute with sub-200ms latency and real-time visualization for 500+ concurrent users.
Machine Learning Engineer Intern at Deep Edge .ai
March 31, 2025 - August 7, 2025
Developed a full-stack video search system enabling complex LLM-based natural language queries on live and recorded video. Optimized LLM inference pipelines with vLLM, increasing processing throughput from 2 to 12 FPS.
Data Science Intern at OmniSynkAI
September 30, 2024 - August 7, 2025
Developed an Autofill feature reducing product listing time by 50% using Google Vertex AI and Gemini 1.5 Flash model. Designed and deployed a JSON schema validator agent as an API to provide curated responses for simpler frontend integration.
Machine Learning Engineer at Deep Edge .ai
April 1, 2025 - Present
Architected and led the full-stack development of modular AI agents, designing a scalable system with a React/Next.js frontend, FastAPI backend, and Docker-based deployment. Developed AI-driven Incident Agent using LangChain/LangGraph/OpenAI LLM to parse industrial logs, detect failures, and generate incident reports via FastAPI, automating 90% of manual reviews and reducing detection time. Created Chat Agent leveraging RAG on technical documentation for root cause analysis, decreasing mean time to resolution by 60%. Implemented high-throughput WebSocket data ingestion processing 50,000+ data points per minute with under 200ms latency, enabling real-time visualization for 500+ concurrent users.
Machine Learning Engineer Intern at Deep Edge .ai
March 31, 2025 - August 7, 2025
Developed a full-stack video search system enabling complex LLM-based natural language queries on live and recorded video streams. Optimized LLM inference pipelines for video analysis using vLLM, increasing processing throughput from 2 FPS to 12 FPS.
Data Science Intern at OmniSynkAI
September 30, 2024 - August 7, 2025
Developed an Autofill feature reducing product listing time by 50% using Google Vertex AI and Gemini 1.5 Flash model. Developed and deployed a JSON schema with validator agent as an API for curated responses and simpler frontend integration.

Education

B.Tech in Computer Science and Engineering, Specialization in AI at Vellore Institute Of Technology
January 1, 2020 - January 1, 2024
B.Tech in Computer Science and Engineering, Specialization in AI at Vellore Institute Of Technology
January 1, 2020 - January 1, 2024

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Professional Services, Computers & Electronics, Manufacturing