Content
🌐Why Japanese Developers Write Code Differently — and What We Can Learn From Them
#softwaredevelopment
#programming
#developerlife
#engineeringexcellence
#codequality
🌐Why Japanese Developers Write Code Differently — and What We Can Learn From Them

🌐Why Japanese Developers Write Code Differently — and What We Can Learn From Them

When I first opened a Japanese codebase, I was confused.  There were pages of comments, layers of abstraction, and documentation longer…

🌐 The Ready Tensor Protocol: A Global AI Researcher’s Checklist for High-Impact Publication
responsibleai
reproducibleresearch
aistandards
openscience
mlpublication
🌐 The Ready Tensor Protocol: A Global AI Researcher’s Checklist for High-Impact Publication

🌐 The Ready Tensor Protocol: A Global AI Researcher’s Checklist for High-Impact Publication

❝ In the era of global AI governance, reproducibility, transparency, and ethical openness are no longer suggestions — they are…

Work History

AI Model Training & Evaluation

Outlier

Apr 2025 -  Present

Remote

Delivered high-quality human feedback for AI-generated content. Specialized in prompt engineering, LLM alignment, and natural language understanding. Collaborated with AI research teams to refine model performance and ethical standards. Tools: NLP pipelines, custom annotation tools, evaluation dashboards. Skills: Prompt Engineering · NLP · Model Alignment · Human-AI Feedback · LLM Evaluation

AI & Tech Contributor

OneForma

Mar 2025 -  Present

Remote

Conducted multilingual data annotation (text/speech) for AI systems. Supported UX/UI testing for global digital products. Worked on AI training datasets, ensuring linguistic accuracy and contextual clarity. Skills: AI Training Data · Crowdsourcing Tools · UX Localization · Multilingual Annotation

Internshala Student Partner (ISP 49)

Internshala

Apr 2025 -  Jun 2025

Remote

Served as campus ambassador to promote upskilling, career readiness, and internships. Led digital outreach campaigns to drive platform engagement and training enrollments. Skills: Brand Advocacy · Digital Marketing · Peer Networking · Training Promotion

Front-End Developer Intern

NxtWave

Aug 2023 -  Apr 2025

Remote

Developed scalable front-end solutions with HTML5, CSS, Bootstrap, and JavaScript. Built REST APIs, worked on responsive design, and participated in code reviews. Skills: Java · Python · REST APIs · Front-End Design · Full-Stack Development

Cybersecurity Intern

TEACHNOOK

Jun 2024 -  Sep 2024

Hybrid

Performed penetration tests, vulnerability scans, and SOC monitoring. Assisted in risk assessments aligned with ISO 27001, GDPR, and NIST standards. Skills: Network Security · Risk Assessment · Ethical Hacking · Cyber Compliance

Java Developer Intern

CodersCave

Oct 2023 -  Dec 2023

Remote

Developed backend logic and GUI apps in Java. Focused on clean code, OOPs concepts, and data structures.

Python Developer Intern

OctaNet Software Services

Oct 2023 -  Dec 2023

Remote

Built real-world applications and explored automation, data parsing, and API scripting.

Machine Learning Intern

Orbitor (Bharat Intern)

Aug 2023 -  Nov 2023

Remote

Applied linear regression, SVM, and neural networks to real-world datasets. Focused on model evaluation and deployment pipelines.

Communities (100)

GDG New Delhi

55380 members

GDG Cloud New Delhi

48970 members

WTM Delhi

19005 members

Women in Machine Learning and Data Science, Delhi

3913 members

Women Who Code Delhi

5920 members

Aeologic - Building Innovators

4842 members

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