Aadeesh Jain | Portfolio

About Me

I’m a Software Developer with expertise in embedded systems, AI deployment, and high-performance computing. I focus on building efficient, scalable, and maintainable systems, with experience spanning C++, Python, machine learning, and edge AI deployment.

Skills

Languages: C++ (11/14/17), C, Python, Bash, R, MATLAB
Technologies: Git, Linux, CMake, GitLab CI/CD, pandas, OpenCV, PyTorch, TensorFlow, Vim, MQTT, CUDA
Relevant Courses: Machine Learning, Deep Learning & CV, OS Fundamentals, Reinforcement Learning

Experience

Software Developer - Siemens Technology

Nov 2023 – Present | Bengaluru, India

Implemented TCP/IP protocol for real-time HMI-controller communication, reducing latency by 40%.
Built a cross-platform simulation framework eliminating repeated firmware flashing.
Developed an MQTT-based asynchronous system for remote boiler control.
Designed MVP-architecture UI with LVGL, enhancing stability and maintainability.

Efficient MLOps Pipeline for AI Deployment

May 2023 – Nov 2023

Automated dataset processing, model training, and deployment.
Optimized AI for STM32 & MAX series with hardware accelerators.
Achieved 4x model size reduction using QAT.

Projects

Time Series Data Refinement & Transformer-Based Fault Detection: Improved prediction accuracy by 15% with dynamic covariates and fine-tuning TimesFM & GTT-Client.
Automated Testing of Fire Safety Panels: Integrated robotic arm, camera, and OCR for autonomous industrial testing.

Hackathons & Competitions

Aavishkar’25 (Winner): Non-intrusive HMI testing framework for embedded touchscreens.
Innovathon’24 (Finalist): Bluetooth mesh sensor network with real-time heatmap visualization.

Education

B.Tech in Civil Engineering, IIT Kanpur (2019 – 2023), GPA: 7.8/10

Contact

Email: jainaadeesh74@gmail.com

Phone: +91 9314695728