Anuj Kumar

Operations Associate

Uttar Pradesh, India2 yrs experience

AI ML PractitionerAI Enabled

Key Highlights

5,000+ model interactions evaluated.
Co-built AI-powered tutor used by millions.
Expert in RLHF and prompt engineering.

Stackforce AI infers this person is a skilled EdTech professional with expertise in AI training and evaluation.

Contact

Skills

Core Skills

BiologyScience EducationRlhfLlm EvaluationTranslationSeoContent DevelopmentAi Product DevelopmentTeachingBotanyLife Sciences

Other Skills

Molecular BiologyCell BiologyPrompt EngineeringSFTTranscript WritingAudio/Video AnnotationNatural Language ProcessingSearch Engine Optimization (SEO)Technical WritingContent Management Systems (CMS)Video ScriptingKeyword ResearchCurriculum DevelopmentQuality AssuranceOnline Teaching

About

You know that moment when ChatGPT sounds completely confident but completely wrong? I fix that. I'm an AI Trainer specializing in RLHF, prompt engineering, and cross-lingual evaluation. I make language models smarter by catching their mistakes: hallucinations, bad reasoning, and cultural misunderstandings in translation. I've evaluated 5,000+ prompts and responses, created complex edge prompts to reveal models' limits, built debugging frameworks, and co-created an AI tutor used by millions. My Background: Biology teacher → SEO content strategist (40+ #1 Google rankings) → AI trainer. Teaching humans and AI to think clearly, use the same skills. What makes me different? I'm not from tech—I came from teaching and content. That perspective helps me spot user problems, not just technical bugs. Currently: Fine-tuning models at Soul AI & Outlier. Open to: AI training projects (freelance/full-time), especially in AI evaluation, prompt engineering, and quality assurance.

Experience

2 yrs

Total Experience

2 yrs

Average Tenure

Current Experience

Pw (physicswallah)

3 roles

Doubt Faculty NEET Biology

Sep 2025 – Present · 8 mos · Remote

Solving doubts of students asked in live lectures.

BiologyMolecular BiologyCell BiologyScience Education

Biology Content Faculty & AI Product Developer

Promoted

Apr 2023 – Jan 2025 · 1 yr 9 mos · Uttar Pradesh, India · Remote

Co-built "AI Guru Personalized Tutor" – AI-powered learning system used by millions of students.
Built and launched QBG Portal – question bank generator used by 500+ content creators.
Created and reviewed botany content across multiple examination boards (NEET, CBSE, UP, Bihar).
Produced and quality-checked book series, scholarship tests, practice sheets, digital materials, and question banks.

AI Product DevelopmentBiologyCurriculum DevelopmentQuality Assurance

Academic Associate Botany

Nov 2022 – Mar 2023 · 4 mos · Uttar Pradesh, India · Remote

Worked in verification and review of NEET Botany Content.

Online TeachingBotanyWeb Content WritingSearch Engine Optimization (SEO)Teaching

Soul ai

Top AI Contributor

May 2024 – Present · 2 yrs · India · Remote

Fine-tuned LLMs using RLHF.
Evaluated 5,000+ model interactions.
Built debugging frameworks reducing model error rates.
Identified hallucinations, reasoning failures, and provided fix recommendations.

Prompt EngineeringRLHFSFTLLM Evaluation

Outlier

Biology and Hindi AI Trainer

Feb 2024 – Jun 2025 · 1 yr 4 mos · Remote

1,000+ advanced biology prompts created in molecular biology and genetics.
Cross-lingual AI evaluation (English-Hindi) with cultural nuance focus.
Built multimodal datasets (audio, video, text) for speech models.

BiologyTranslationTranscript WritingAudio/Video AnnotationNatural Language Processing

Study.com

SEO Content Writer and Video Creator

Jan 2024 – May 2025 · 1 yr 4 mos · Remote

Authored 100+ SERP-optimized articles with 40+ achieving #1 Google rankings.
Created content across 10+ domains including biology, medicine, psychology, mathematics, and finance.

Search Engine Optimization (SEO)Technical WritingContent Management Systems (CMS)Video ScriptingKeyword ResearchSEO+1