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System Online - Engineering Portfolio v2.0

Hi, I'm Nitin Mane

Building

I'm an M.Tech Mechatronics, IIT Bhilai, 2024–2026, working on real-time industrial anomaly detection with Edge AI, computer vision, YOLO-based video analytics and multi-modal RAG systems. Previously a Senior Software Engineer and AI R&D Engineer, building applied ML, robotics, OpenVINO/Jetson deployments and cloud-native systems across industrial, healthcare and education domains. IEEE volunteer, Intel Software Innovator and Arm Developer Ambassador.

Open to Computer Vision / Edge AI / Robotics roles

Open to Computer Vision Engineer / Edge AI Engineer / Robotics AI Engineer / Applied Machine Learning Engineer / Research Engineer
Location Remote / Bengaluru / Pune / Mumbai
Global Japan / Luxembourg / Germany / USA (needs employer visa sponsorship)
Core Computer Vision / YOLO / PyTorch / OpenCV / OpenVINO / Jetson
Robotics ROS2 / Embedded C++ / MATLAB/Simulink
AI Systems Bedrock AgentCore / Strands Agents / Multi-Agent RAG / LangChain / Hugging Face
Deployment Docker / Linux / CI/CD / AWS
Secondary React / Node.js
Portrait of Nitin Mane
M.Tech Mechatronics
IIT Bhilai / 2024-26
01 - About

From PCB traces to neural
networks - and back.

I'm a Computer Vision and Edge AI Engineer | Robotics and Mechatronics who likes problems that sit at the intersection of hardware and intelligence: cameras on a factory floor, a rover in a field, or a language model reasoning over sensor data.

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Background: M.Tech Mechatronics, IIT Bhilai, 2024–2026, working on real-time industrial anomaly detection and multi-modal LLM/RAG alerting systems.

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Previously: 3+ years as a Senior Software Engineer building ML, robotics and cloud systems - plus AI R&D for leukemia research and computer-vision/IoT consulting.

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Beyond code: Intel Software Innovator, Arm Developer Ambassador and IEEE volunteer leader across SIGHT, Future Networks and developer communities.

4+ Years in AI & Software Engineering
500+ Open-Source Repositories
15+ AI / Robotics Projects Shipped
10+ IEEE & Developer Community Roles
Just Shipped — AWS AI & ML Scholars

Now a Future AWS Agent Engineer.

Completed the Udacity Nanodegree on October 8, 2026 on a scholarship from the AWS AI & ML Scholars program. It included three agent systems on Amazon Bedrock AgentCore: a guarded chatbot, a support agent with six tools, and a five-agent RAG system.

03 - Track Record

From hardware labs to AI research desks.

Eight years across embedded systems, AI R&D, cloud platforms and now mechatronics research - with a parallel track of IEEE and developer-community leadership.

Jul 2026 — Present · Contract

AI Architect Engineer

CogniTech Systems LTD · Chester, United Kingdom (Remote)
2024–2026

Teaching Assistant & Researcher

2020 - 2024 · 4 yrs 5 mos

Senior Software Engineer

Infinity Tech Resources · Chhatrapati Sambhajinagar, Maharashtra, India
2020 - 2021

AI R&D Engineer

4.5+ years (incl. internship)

MATLAB Developer & Research Assistant

MATLAB Helper / Jaipur, Rajasthan, India (Remote)
04 - Published Research

Autograder+: A Multi-Faceted AI Framework for Rich Pedagogical Feedback

Latest publication in ACM CODS 2025 - a framework that combines static code analysis with semantic LLM feedback to produce structured, rubric-aligned programming feedback across correctness, style and design.

Also: Adaptive Kalman-filter YOLOv5 tracking - SSRN Electronic Journal, 2022

2025 Latest Publication
ACM CODS Conference
306-315 Proceedings Pages
05 - Let's Build

Have a hardware-meets-AI
problem worth solving?

Whether it's an edge-deployed vision model, a research collaboration, or a talk for your IEEE chapter - I'd love to hear about it.

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