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@takeshiakagi
Senior backend and AI engineer with expertise in scalable system design.
With over 7 years of experience as a Senior Backend & AI Engineer, I specialize in scalable system design, API development, and performance optimization. My proficiency in technologies such as Node.js, Django, and cloud-native solutions like AWS and Docker has enabled me to successfully deliver high-quality systems that handle millions of requests daily. I have a proven track record in fintech integrations and compliance-driven solutions, showcasing my ability to adapt and excel in fast-paced environments.
At Novomind, I developed an AI-powered Chatbot, integrating machine learning algorithms and natural language processing to enhance customer interactions. My role involved configuring infrastructure for fast inference and optimizing database performance using PostgreSQL and MongoDB. Previously, at Sumitomo Mitsui Banking Corporation, I improved website response speed by 30% and implemented a microservice-based infrastructure, demonstrating my commitment to delivering efficient and scalable software solutions.
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Work history, roles, and key accomplishments
Novomind
Oct 2022 - Present (3 years 1 month)
Successfully completed the development of an AI-powered Chatbot for helping customers, integrating machine learning algorithms and NLP. Designed RAG architecture providing contexts of company's historic data using llamaindex, reducing hallucination in understanding and responding to user question. Developed a safe and reliable platform by implementing security best practices, such as implementing
Sumitomo Mitsui Banking Corporation
Apr 2019 - Present (6 years 7 months)
Participated in the development of an Stera Payment Platform, delivering high-quality software solutions within tight deadlines. Improved website response speed by 30% through Akamai CDN implementation, applying edge caching, Brotli compression and Early Hints to reduce latency and optimize asset delivery. Designed and implemented a microservice-based infrastructure with Nest.js, enhanced flexibil
CTI Engineering
Apr 2017 - Present (8 years 7 months)
Developed Water risk management system by using express.js backend. Constructed the database structure for the seamless communication by using MySQL. Achieved successful implementation of CDN Service by using jsDeliver, Amazon S3.
Degrees, certifications, and relevant coursework
Bachelor's Degree, Computer Science
Completed a Bachelor's Degree in Computer Science. Studied various aspects of computer science, including programming, algorithms, and data structures.
Software and tools used professionally
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