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Introduce

Say Hi from Riku, AI Full-Stack Developer

I blend deep technical expertise in AI and full-stack engineering with a passion for innovation, taking LLM-powered products from experimentation to production, while continuously contributing to the AI and open-source developer community.

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7+

Years of
Experience

100+

projects completed on
15 countries

About

Every great product begins with
an even better model

Over the past 7+ years, I've worked across AI research teams and product engineering teams to take machine learning models from experimentation to production. From fine-tuning LLMs and designing recommendation systems to building full-stack applications with React, Next.js, and Python, I'm driven by a curiosity for how AI can solve real problems — and a commitment to shipping systems people actually rely on.

Resume

Education & Experience

2025 - 2026

Machine Learning Developer

SKDIV® Inc, Hyderabad, India

  • Engineered and deployed hybrid recommendation algorithms (collaborative filtering, content-based, and ensemble methods) for CREW™, a consumer product platform, improving recommendation relevance by 18% and driving a 12% increase in user engagement
  • Built end-to-end data pipelines to ingest, clean, and pre-process multi-source data at scale, ensuring consistency and integrity for downstream model training on 200K+ user interaction records
  • Designed evaluation frameworks (precision@k, NDCG, CTR, engagement and satisfaction metrics) to benchmark recommendation quality and guide iterative model improvements
  • Optimized model architecture and inference pipeline for scalability and low-latency real-time serving, reducing inference latency by 25% and supporting 500+ requests per second
  • Partnered cross-functionally with product and engineering teams through design reviews and iterative feedback cycles, aligning model behavior with product goals and user needs
2024 - 2025

Full Stack Developer

Highbrow Technology Inc, Cary, United States

  • Refined Al Japanese language model in collaboration with the Turing engineering team, boosting model consistency by 20% and improving reliability for production use
  • Designed and tested prompts for Anthropic Cloud Al Japanese language model, increasing model accuracy by 15% across real-world datasets
  • Analyzed 120,000+ model outputs, identified inconsistencies, and provided actionable feedback that reduced errors by 12% and improved overall performance
  • Collaborated with Al researchers, engineers, and QA teams to optimize model training and validation pipelines, ensuring faster and more accurate iterations
  • Built and maintained 3 internal full-stack tools to automate workflows for Al researchers and engineers, saving 15 hours of manual work per week
2024 - 2025

Full Stack Developer

Turing, Palo Alto, United States

  • Refined a Japanese-language LLM (Anthropic Claude) in collaboration with Turing's AI engineering team, improving model consistency by 20% and accuracy by 15%
  • Analyzed 120,000+ model outputs, identifying inconsistencies and delivering structured feedback that reduced errors by 12%
  • Built 3 internal full-stack tools to automate researcher/engineer workflows, saving 15 hours/week of manual work
  • Collaborated cross-functionally with AI researchers, engineers, and QA to optimize training and validation pipelines
2023 - 2024

Blockchain developer

Edmonton Global, Edmonton

  • Led the development of a decentralized application (dApp) that utilizes AI for predictive analytics in trading, integrating machine learning models with blockchain for secure transaction verification.
  • Implemented AI-driven algorithms that analyze market trends and predict price movements, increasing the accuracy of trades by 40%.
  • Developed smart contracts on Ethereum to automate trading processes, enhancing security and transparency for users.
  • Used Hardhat and Truffle to develop upgradeable Solidity contracts, ensuring flexibility and a streamlined deployment process.
  • Created a Solidity escrow contract with external adapter integration to securely release funds based on specific outcomes, ensuring reliable marketplace transactions.
2021 - 2023

Fullstack developer

TakeMe, Tokyo

  • Developed an advanced DNN-VAD system for a trap shooting application, employing Python and VAD libraries for real-time voice activity detection.
  • Achieved a 30% increase in speech recognition accuracy through CNN model training with TensorFlow and Keras, incorporating data augmentation techniques to enhance model robustness.
  • Increased sales by 45% and improved customer satisfaction by 60% through web development and optimization using Next.js and SCSS.
  • Implemented strategies that improved performance by 30%, with a focus on optimizing product search speed.
  • Engineered a backend system with PHP, Node.js, and Python, reducing server response time by 40% and improving performance for over 100,000 users.
2020 - 2021

Web developer Intern

Nulab Inc, Fukuoka

  • Contributed to a project where I helped create a responsive e-commerce website, utilizing HTML, CSS, and JavaScript to enhance user experience.
  • Collaborated with the team to integrate payment processing and inventory management features, gaining valuable experience in both front-end and back-end development.
2018 - 2020

Master of Engineering

Nagoya Institute of Technology

2014 - 2018

Bachelor of Engineering

Nagoya Institute of Technology

Services

My Specializations

Frontend Development

Crafting responsive, intuitive, and visually appealing user interfaces using modern frameworks like React, Vue.js, and Angular

Backend Development

BuildING robust, scalable, and secure server-side applications using frameworks like Node.js, Express, Django, and Ruby on Rails

Database development

Ensuring data integrity, security, and high performance for scalable and efficient data storage and retrieval solutions with SQL and NoSQL.

Blockchain development

Specializing in creating secure and efficient decentralized applications (dApps) and smart contracts

SEO optimization

Enhancing website visibility and organic search rankings through strategic keyword optimization and technical SEO.

my skills

My Advantages

Python

90%

Python

React

90%

React.js

Next

90%

Next.js

Vue

90%

Vue.js

Svelte

70%

Svelte

Node

90%

Node.js

SQL

70%

SQL

MongoDB

80%

MongoDB

Next.js

80%

Nest.js

Web3.js

90%

Web3.js

Solidity

90%

Solidity

Rust

80%

Rust

portfolio

Featured Projects

These projects demonstrate my expertise in developing decentralized applications and smart contracts, managing vault systems for liquidity pools, and securely integrating Web3 wallets. I have experience working with blockchains like Ethereum and Solana, focusing on smart contract security and building responsive frontends using Next.js and Svelte. Additionally, my skills include creating efficient yield farming and reward distribution systems, ensuring smooth operations and seamless user experiences in DeFi environments.

Portfolio
  • React.js
  • Node.js
  • MongoDB

Stiiilll temporary furniture

A furniture brand that responds flexibly to changing situations with the concept of "temporary". The environment of the base changes as the company grows, such as moving, relocating offices and stores, and expanding the organization.

Portfolio
  • WordPress
  • MySql
  • Ngnix

Altbase

Design and create websites, develop custom systems, and improve search engine visibility through SEO/SEM. They also manage online advertising and offer consulting to enhance your digital strategy. Additionally, They oversee media management to ensure content reaches the right audience effectively.

Portfolio
  • Next.js
  • Tailwind.css
  • Node.js

Dexifier

We automatically find the fastest & cheapest trade routes for you. Swap between 65+ Blockchains and 1000s of coins, there are no limits to what you can swap or trade.

Portfolio
  • Richarts
  • GraphQL
  • Solidity

Infinite Trading

A platform that revolutionizes automated trading strategies within the Ethereum ecosystem, including its layer two solutions such as Optimism, Arbitrum, Base, and it's sidechain Polygon PoS.

Portfolio
  • Go
  • Rust
  • Solana

SOURCE

SOURCE is actively working with enterprise businesses to create blockchain solutions that harness the power of smart contracts, IBC, and the Cosmos Ecosystem.

Portfolio
  • Stellar
  • Rust

TALA

A money app for the majority. Tala bridges digital and cash ecosystems to help customers seamlessly manage their financial lives, all in one app.

Portfolio
  • Bitcoin
  • Ethereum
  • Weh3.js

PlasBit

PlasBit gives you a way to Hold all your crypto in one place

Portfolio
  • Figma
  • Framer
  • WordPress

Scorefam

Have the best time betting on multiple sports. Scorefam covers over 400 games daily across multiple sports, giving you the opportunity to earn more and fast

contact

Let's Work Together!

rikukodama2@gmail.com

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