I seek a dynamic role that fosters innovation and collaboration, focusing on cutting-edge AI projects.
Rahul Ranjan
@rahulranjan
Machine Learning Engineer with expertise in Deep learning, Computer Vision, and NLP
What I'm looking for
I am a Machine Learning Engineer with 5 years of experience specializing in deep learning, computer vision, and robotics. My journey has been marked by a strong focus on driving the full ML lifecycle, from research to production. I have a proven track record of developing scalable and efficient ML software solutions, including contributions to patented technologies and published research at prestigious conferences like IROS.
Currently, I lead the R&D efforts at Live4est Inc, where I am building multimodal foundational models for IoT time series data and developing photorealistic digital twin software for smart buildings. My previous role as a Senior ML Engineer at ExaWizards Inc allowed me to contribute to synthetic data generation technology for robotic vision, culminating in a patent and significant cost reductions in data acquisition. I am passionate about creating real-time AI systems and edge AI applications that push the boundaries of technology.
Experience
Work history, roles, and key accomplishments
ML Software Engineer
Live4est Inc
May 2023 - Present (2 years)
R&D on Transformers, LLMs, and SSMs for smart home IoT time series data
Deployed edge-based IoT anomaly detection using SSMs, PyTorch, and Kubernetes
Built human presence detection system with ToF sensors and TorchSharp
Fine-tuned multi-modal LLM for time series analysis with PEFT methods
Senior ML Engineer
ExaWizards Inc
Aug 2020 - Apr 2023 (2 years 8 months)
Contributed to synthetic data generation technology for robotic vision, leading to a patent. Developed scalable systems for data generation and ML training pipelines for robotic applications.
Deep Learning Research Intern
University Of Adelaide
May 2019 - Jul 2019 (2 months)
Researched unsupervised and semi-supervised learning methods for semantic segmentation, contributing to an academic report under Dr. Lingqiao Liu.
Machine Learning Intern
Fabric Monde
May 2018 - Jun 2018 (1 month)
Developed and deployed a content-based recommendation algorithm using Siamese CNNs, enabling 'Search via Image' functionality.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology (BHU) Varanasi
Bachelor of Technology, Engineering
2016 - 2020
Completed a Bachelor of Technology with a focus on engineering principles and practices, gaining a strong foundation in various technical subjects.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Job categories
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