Janish Nain

I’m an AI generalist with a strong background in fitness and behavior-change coaching. I currently work on AI training and evaluation projects with Outlier, focusing on careful data annotation, model review, and guideline-based evaluation, and I also run an online coaching practice helping busy women improve their health through sustainable systems.

In my AI work, I handle tasks such as rating and comparing chatbot responses, labeling and classifying text, checking outputs against detailed policies, and identifying edge cases or safety concerns. This requires strong reading comprehension, consistent judgement, and the ability to follow complex, evolving instructions across many tasks. I enjoy this type of work because it blends logic, language, and attention to detail while directly contributing to better AI behavior for end users.​

Alongside AI projects, I have been working as a fitness and nutrition coach for busy women, especially Indian women in desk-based or corporate roles. I help clients lose weight, build strength, and improve energy using realistic strategies: simple strength training, culturally familiar (Indian) meals, and habit systems that fit around work and family. Coaching has trained me to break complex ideas into clear steps, listen deeply, and design practical, data-informed plans that people can actually follow in real life.​

Core skills I bring to AI and data projects include:

• Text annotation, classification, and rating tasks
• Chatbot response evaluation for correctness, relevance, tone, and safety
• Fast understanding and consistent application of detailed guidelines
• Careful handling of sensitive or nuanced topics
• Clear, concise written communication and reliable remote work habits​

I’ve been working with Outlier for a short period and have really enjoyed the structured, detail-oriented nature of AI generalist projects. Now I’m looking to expand into more opportunities where I can contribute as a long-term, reliable freelancer on AI training, evaluation, and data quality workflows. You can expect consistency, strong focus, and proactive communication if something in the instructions is unclear.

If you need someone who understands both human behavior (through real coaching experience) and the demands of high-quality AI data work, I’d be glad to discuss how I can support your next project.