Shoaib Wani

Key Skills

Software

CVAT

iMerit

Scale AI

Other

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Label Types

Action Recognition

Bounding Box

Classification

Computer Programming Coding

Prompt Response Writing SFT

Relationship

RLHF

Text Generation

Freelancer Overview

I am a research-focused Artificial Intelligence and Machine Learning professional with 7 years of combined experience in applied ML research, LLM evaluation, dataset engineering, and high-precision AI training workflows. My work spans LLM alignment, RLHF evaluation, hallucination and bias detection, synthetic data generation, and instruction-tuning support using QLoRA, SFT, and Unsloth. I have developed Python-based web scraping systems using BeautifulSoup and dynamic content handling techniques to acquire and structure datasets for machine learning pipelines. I design automated data cleaning and workflow orchestration systems to ensure scalable and reproducible experimentation. My experience includes large-scale conversational AI evaluation, gold response authoring, JSON dataset preparation, and bespoke dataset curation. Additionally, I have worked with JUCE and Audio DSP to experiment with signal processing workflows and prepare ML-ready audio datasets. My work integrates technical depth with a human-centered perspective on ethical and aligned AI systems.

Labeling Experience

LLM evaluator

ImeritImageBounding BoxRelationship

I analyzed image datasets and checked for errors.

I analyzed image datasets and checked for errors.

2023

LLM evaluator

Scale AITextText GenerationRLHF

LLM evaluation on various criteria. Like accuracy, factual accuracy etc

LLM evaluation on various criteria. Like accuracy, factual accuracy etc

2023

CVAT

CVATImageBounding Box

QA and bounding boxes for object detection pipelines.

QA and bounding boxes for object detection pipelines.

2023 - 2025

Education

Work History