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Amrinder Singh

Amrinder Singh

AI Operations & Data Analyst (Freelance)

INDIA flag
Patiala, India
$15.00/hrExpertMindriftAppenAws Sagemaker

Key Skills

Software

MindriftMindrift
AppenAppen
AWS SageMakerAWS SageMaker
Data Annotation TechData Annotation Tech
TolokaToloka
SuperAnnotateSuperAnnotate
Scale AIScale AI
Micro1
MercorMercor
LionbridgeLionbridge
LabelboxLabelbox
HiveMindHiveMind
Google Cloud Vertex AIGoogle Cloud Vertex AI

Top Subject Matter

LLM Alignment & AI Coding Tutoring
QA Analyst
E commerce

Top Data Types

TextText
VideoVideo
Computer Code ProgrammingComputer Code Programming

Top Task Types

RLHF
Classification
Text Generation
Fine Tuning
Red Teaming
Evaluation Rating
Transcription
Computer Programming Coding
Prompt Response Writing SFT
Data Collection
Entity Ner Classification
Segmentation
Object Detection
Question Answering
Cuboid
Polyline
Point Key Point
Text Summarization
Polygon
Function Calling
Bounding Box

Freelancer Overview

AI Operations & Data Analyst (Freelance). Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mindrift. Education includes Bachelor of Engineering, Thapar Institute of Engineering & Technology (2026). AI-training focus includes data types such as Text and labeling workflows including RLHF.

ExpertPunjabiHindiEnglish

Labeling Experience

Mindrift

AI Operations & Data Analyst (Freelance)

MindriftTextRLHF
I contributed to the creation and curation of high-quality datasets for large language model (LLM) training pipelines. My focus was on supervised fine-tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF), ensuring model alignment and technical accuracy. I evaluated and rated model outputs, especially for coding tasks, and developed scripts to automate data extraction for training. • Engineered datasets targeting SFT and RLHF processes for AI model improvement. • Evaluated and rated technical coding task outputs for accuracy and relevance. • Developed Python tools to automate validation and augmentation of datasets. • Applied expertise with Mindrift, Alignerr, Outlier, and Mercor for labeling tasks.

I contributed to the creation and curation of high-quality datasets for large language model (LLM) training pipelines. My focus was on supervised fine-tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF), ensuring model alignment and technical accuracy. I evaluated and rated model outputs, especially for coding tasks, and developed scripts to automate data extraction for training. • Engineered datasets targeting SFT and RLHF processes for AI model improvement. • Evaluated and rated technical coding task outputs for accuracy and relevance. • Developed Python tools to automate validation and augmentation of datasets. • Applied expertise with Mindrift, Alignerr, Outlier, and Mercor for labeling tasks.

2026 - Present

Education

T

Thapar Institute of Engineering & Technology

Bachelor of Engineering, Electrical and Computer Engineering

Bachelor of Engineering
2022 - 2026

Work History

E

Edunet Foundation

AI & Machine Learning Intern

Patiala
2025 - 2025