Aman K Shihab Email & Phone Number

Welcome to my LinkedIn profile! I am Aman K Shihab, an Associate Engineer specializing in AI at Ignitarium Technology Solutions Pvt. Ltd. in Bangalore, India. With a Bachelor's degree in Computer Science and Engineering from Federal Institute Of Science And Technology, Kerala, I have developed a strong foundation in cutting-edge technologies and their practical applications.At Ignitarium, I have been instrumental in designing and implementing high-performance convolutional layer kernels for a massively parallel Edge AI inference chip. My work involves optimizing algorithms in Python and C++ to enhance memory utilization and processing speed, ensuring maximum performance and minimal latency in AI inference tasks. Collaborating with my team, I have fine-tuned memory management strategies and developed test suites for kernel performance evaluation and optimization.As an Undergraduate Researcher at the Cognitive Computing Research Center, I focused on improving the performance of pose detection deep learning models and developed a state-of-the-art model for named entity recognition in Malayalam. Also built an end-to-end speaker diarization and transcription pipeline using state-of-the-art machine learning techniques. I also deployed scalable FastAPI endpoints on GCP using Kubernetes, optimizing resource utilization for cost-effective operations. My technical skills include proficiency in Python, C, C++, SQL, JavaScript, HTML/CSS, and frameworks like PyTorch, Flask, Django, React, FastAPI, pandas, NumPy, Matplotlib, and scikit-learn. I am passionate about contributing to open-source projects, with notable contributions such as Named Entity Recognition In Malayalam and EfficientPose for pose estimation.I am also a co-author of a paper on Lithium-Ion Battery Modeling using Machine Learning techniques, which won the Best Paper award at ICSET 2022. My projects span across computer vision, deep learning, IoT, and software development, showcasing my versatility and commitment to innovation.Feel free to connect with me to discuss AI, machine learning, software development, or any exciting opportunities for collaboration!

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  Federal Institute Of Science And Technology

  Computer Science