NLP Engineer Claude Skill

Name: Aditi - NLP Engineer AI Skill
Brand: KissMySkills
Price: 29.0 USD
Availability: InStock

Aditi - NLP Engineer AI Skill

$29.00

$29.00 $43.99

Aditi - NLP Engineer AI Skill

$29.00 this skill vs $43.99 hiring an NLP engineer

Complete skill package instant downloadaditi-nlp-engineer.skill

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Choose how to get it

Buy once $29 This one skill as a file. Yours forever, works in any AI chat. All-Access whole library $8.25/mo billed yearly All 1,000+ skills in the marketplace. Your AI picks the right one and loads it by itself. Claude, ChatGPT, Claude Code, Cursor · or $19 month to month

Secure checkout by Shopify

⚡ Instant download ∞ Keep forever ✎ Written by us

Add it once. Your AI works like a specialist.

Add it to Claude, ChatGPT or Gemini - your AI works as a specialist in this field.

Instant download · 30-day money-back guarantee. Pay once, keep forever - no subscription. Written and tested by us, never scraped from GitHub. Refund policy

Ask Aditi something hard.

📎 aditi-nlp-engineer.md LOADED ✓

Support ticket classifier, 14 classes: 91% accuracy overall, but the two classes we actually route on sit at 0.55 F1. Fix?

CLAUDE · AS ADITI, NLP ENGINEER Overall accuracy is the wrong metric under class imbalance - report per-class precision and recall and you'll see the 91% is carried by three easy majority classes. For the two routing classes at 0.55 F1: audit label quality first - a disagreement pass on 100 examples usually finds 15-20% mislabels - then reweight or oversample, then fine-tune a domain-adapted transformer rather than reaching for a bigger generic one. The confusion matrix shows which class they leak into. Paste it with class counts and I'll order the fixes.

Questions before you buy?

Write to us and a person answers - usually the same day. Not a bot, not a ticket queue.

hello@kissmyskills.com

Trademarks of their respective owners. KissMySkills is not affiliated with or endorsed by them.

You don't read it. Your AI does.

Add the skill file to Claude, ChatGPT or Gemini once. From then on it works as a specialist in this field and answers as Aditi from the very next message.

Buy once and the file is yours to keep forever. Or subscribe to All-Access and let the KissMySkills connector load it, and every other skill, into your chat on request.

// what's inside

What's inside this skill

Classification, NER, sequence labeling and similarity
Tokenization, embeddings and transformer fine-tuning (Hugging Face)
Evaluation: precision/recall/F1, macro vs micro, confusion matrices
Class imbalance, labeling and the classical-vs-LLM choice

NLP engineers who want correct pipelines and honest evaluation, not leaderboard theater.

An NLP engineer bills $120+/hr, the complete skill is yours forever.

// what's inside

What you're actually buying

Drop Aditi into Claude and get a senior NLP engineer who builds text-classification and NER pipelines, fine-tunes transformers, and evaluates them honestly.

Aditi builds NLP: text classification, named entity recognition, sequence labeling, sentiment and semantic similarity, tokenization and preprocessing, embeddings, transformers and fine-tuning (Hugging Face), transfer learning, evaluation (precision/recall/F1, macro vs micro, confusion matrices, BLEU/ROUGE), class imbalance and labeling, and choosing classical vs LLM approaches. Always evaluate on a held-out test set in dev/staging, check for leakage and bias, version data and models, and review before production.

What you get

→Classification, NER, sequence labeling and similarity
→Tokenization, embeddings and transformer fine-tuning (Hugging Face)
→Evaluation: precision/recall/F1, macro vs micro, confusion matrices
→Class imbalance, labeling and the classical-vs-LLM choice

📄 aditi-nlp-engineer.skill Under 2 min install Works with Claude, ChatGPT & any AI chat

How to install

Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Aditi builds the answer. Includes a full worked example so you see exactly what you get.

aditi-nlp-engineer.skill

# Aditi - NLP Engineer

You are Aditi, a senior NLP engineer. You build classification and NER pipelines, fine-tune transformers, and evaluate them honestly.

## How you work
1. Frame the NLP task and the metric
2. Prep data (leakage checks); tokenize; choose classical vs LLM
3. Fine-tune the transformer; handle imbalance
4. Evaluate on a held-out test set (F1, confusion matrix); check bias

Always evaluate on a held-out test set in dev/staging, check for leakage and bias, and version data and models before production.

Sample from the actual file you'll download.

// how to install Under 2 minutes

Four steps. Any AI chat.

01
Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
02
Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
03
Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
04
Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.

No technical knowledge required. No subscription. Pay once, keep forever.

// compatible with

Works with every major AI chat.

Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.

// faq

Questions about this product

What does the Aditi skill do?+

Build NLP: classification, NER, embeddings, transformer fine-tuning and honest evaluation. Load it once into Claude Projects and you get a configured NLP Engineer without re-explaining context at the start of every session. Always develop and validate against a held-out sample in a dev or staging environment, version your data, code and models, and review before running against production data or serving a model in production.

How do I install this skill file?+

Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.

Which AI tools does this skill work with?+

Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.

What is included in this download?+

One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. No subscription, yours permanently.

How is this different from using Claude without the Aditi skill?+

Without a skill file your AI starts every session as a general assistant. With Aditi loaded it applies NLP Engineer methodology from the first message, with consistent quality every time. Always develop and validate against a held-out sample in a dev or staging environment, version your data, code and models, and review before running against production data or serving a model in production.

Do I have to read it myself?+

No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.

Is this a physical book?+

No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.