# Ainy Khan

Ainy Khan is a remote worker on Himalayas, AI Data Annotator & QA Reviewer at Appen (CrowdGen), based in India.

Source: https://himalayas.app/@ainykhan

```text
I build and deploy machine learning and generative AI applications for practical decision-making.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 70k+ INR |
| Job categories | Machine Learning Engineer, Data Scientist, AI Engineer, Generative AI Engineer, NLP Engineer, Data Analyst |
| Skills | Python, C++, SQL, Machine Learning, Deep Learning, Natural Language Processing, Data Structures, Algorithms, XGBoost, LightGBM, RAG, AI Agents, Prompt Engineering, Lang Chain, NumPy, Pandas, scikit learn, TensorFlow, PyTorch, Streamlit, fastAPI, Azure, Docker, Power BI, Excel, AI assisted Development, Azure Machine Learning, Azure App Service, Azure Storage, ResNet50, Keras, OpenCV, Computer Vision, Transfer Learning, Convolutional Neural Networks, Data Annotation, LLM Evaluation |

## What I'm looking for

```text
I'm looking for an AI, machine learning, or data role where I can build and deploy practical models, work with generative AI, and deepen my experience with production-grade systems.
```

## About

```text
I've built and deployed AI systems spanning document similarity, fraud detection, personal finance, and medical imaging. At Edunet Foundation (Microsoft), I developed an NLP document-similarity system for 1,000+ documents, delivering ~90% duplicate-detection precision and sub-second comparisons.

I've also deployed Dockerized FastAPI fraud models and built a Gemini-powered Streamlit finance assistant. My work combines Python, machine learning, Azure, RAG, prompt engineering, and rigorous AI data evaluation.
```

## Experience

### AI Data Annotator & QA Reviewer (current)

[Appen (CrowdGen)](https://himalayas.app/companies/crowdgen-by-appen). Jul 2026 - Present

```text
Create accurate, context-based image captions following project guidelines and quality standards. Review annotated work as a QA Reviewer, identifying errors and inconsistencies to ensure high-quality AI training data.
```

Skills: Data-Annotation, Quality-Assurance, Image-Captioning, AI-Training-Data

### AI Data Annotator & LLM Evaluation Associate

DataAnnotation. Oct 2025 - Dec 2025

```text
Evaluated and ranked LLM-generated responses using predefined quality, accuracy, and relevance standards. Identified hallucinations, bias, and factual inconsistencies while following annotation guidelines and SLAs.
```

Skills: LLM-Evaluation, Data-Annotation, Quality-Assurance, Prompt-Engineering

### AI Azure Intern

Edunet Foundation (Microsoft). May 2025 - Jun 2025

```text
Built an NLP-based document similarity system processing 1,000+ documents with ~90% duplicate detection precision. Trained and evaluated models in Azure Machine Learning, achieving 40% faster comparisons using vectorized cosine similarity.
```

Skills: NLP, Azure-Machine-Learning, Azure-App-Service, Azure-Storage, Cosine-Similarity, Document-Matching

### Project Intern

Infosys Springboard. May 2024 - Jul 2024

```text
Developed XGBoost and LightGBM models for fraud detection, evaluating performance using precision, recall, and ROC-AUC. Led model development, tuning, and validation, deploying the selected model as a Dockerized FastAPI service.
```

Skills: XGBoost, LightGBM, Fraud-Detection, Model-Evaluation, Docker, fastAPI

## Education

### Google Cloud

Google Cloud Gen AI Academy APAC Edition, Generative AI. 2026 - 2026

```text
Completed the Google Cloud Gen AI Academy APAC Edition, focusing on generative AI technologies.
```

### Forage

BCG X Data Science Job Simulation, Data Science. 2026 - 2026

```text
Completed the BCG X Data Science Job Simulation, gaining practical experience in data science tasks.
```

### Coursera

Develop Generative AI Applications, Generative AI. 2025 - 2025

```text
Completed the Develop Generative AI Applications course, covering generative AI application development.
```

### 365 Data Science

Data Scientist Career Track, Data Science. 2024 - 2024

```text
Completed the Data Scientist Career Track, covering essential data science skills.
```

### HackerRank

SQL (Intermediate), SQL. 2024 - 2024

```text
Earned the SQL (Intermediate) certification, demonstrating proficiency in SQL queries.
```

### Coursera

AI For Everyone, Artificial Intelligence. 2024 - 2024

```text
Completed the AI For Everyone course, gaining a foundational understanding of AI concepts.
```

### Babu Banarasi Das Institute of Technology and Management

B.Tech, Computer Science and Engineering. 2020 - 2024. Grade: 8.57 CGPA

```text
Pursued a Bachelor of Technology in Computer Science and Engineering, achieving a CGPA of 8.57.
```

### Coursera

Google Data Analytics Professional Certificate, Data Analytics. 2023 - 2023

```text
Completed the Google Data Analytics Professional Certificate, covering data analytics fundamentals.
```

## Tech stack

- Microsoft Azure
- Azure Storage
- NumPy
- Pandas
- OpenCV
- Python
- C++
- Azure Machine Learning
- TensorFlow
- PyTorch
- scikit-learn
- Keras
- Streamlit
- FastAPI
- Microsoft Excel
- Docker
- SQL
- XGBoost
- LightGBM
- LangChain
- Power BI

To contact Ainy, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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