Key Skills

Software

Appen

Data Annotation Tech

Labelbox

OneForma

Remotasks

Telus

Scale AI

Top Subject Matter

LLM Coding Evaluation in Python, C, C++, Java, HTML, Javascript

Step-by-Step Reasoning Rater and Reviewer in Mathematics

Multimodal Prompt Handling - Image to Text (ITT), Audio to Text (ATT) and Text to Audio (TTA)

Top Data Types

Audio

Computer Code Programming

Text

Top Task Types

Computer Programming Coding

Evaluation Rating

Prompt Response Writing SFT

RLHF

Text Generation

Freelancer Overview

I am a proficient coder, as well as a multilinguist fluent in English, Hindi and Bengali. I have worked for over 2 years as AI trainers at various platforms, including Alignerr AI (Labelbox), Outlier AI (Scale AI), Oneforma and Appen (Crowdgen). I'm a part of the elite Alignerrds team at Alignerr, having worked on multiple projects including Bug Bounty, GPT-5 stumping, Code Review and ML Mango. I've also worked upon English Text and Audio Annotation Projects like Vera V1 & V2, Apollo Multichallenge etc. At Outlier, I was a senior reviewer at Projects Dolphin and Genesis, which involved training an LLM with multimodal capacities in English (text + audio/image/video). I was also a contributor for guiding step-by-step reasoning in mathematics with RHLF at Project Green Wizard and Blue Wizard. Due to my coding proficiency, I was also part of projects that involved evaluating and reviewing responses to coding questions, and parsing JSON files for the correct APIs used and information retrieved. At Appen and Oneforma, I leveraged my proficiency in Hindi, Bengali and English to detect clickbait videos on Youtube and also worked on a project that involved rating responses to mathematical queries.

Labeling Experience

Mathematics Expert - Calculus, Algebra & Statistics

Scale AITextRelationshipEvaluation Rating

- Wrote prompts based on topics to stump AI models and induce reasoning errors - Corrected any reasoning or calculation errors over a sequence of iterative steps - Labelled the correct tools to be used to solve steps in a mathematical problem

- Wrote prompts based on topics to stump AI models and induce reasoning errors - Corrected any reasoning or calculation errors over a sequence of iterative steps - Labelled the correct tools to be used to solve steps in a mathematical problem

2024 - 2024

Labeller - Project Instruction Following

LabelboxComputer Code ProgrammingEvaluation RatingPrompt Response Writing SFT

Designed prompts to make the model fail on following specific instructions at the last turn of a conversation

Designed prompts to make the model fail on following specific instructions at the last turn of a conversation

2025

Reviewer - Audio Transcription and Labelling

LabelboxAudioAudio Recording

VAD Annotation V1, V2 & V3 - Audio labelling and transcription for start and stops, keywords

VAD Annotation V1, V2 & V3 - Audio labelling and transcription for start and stops, keywords

2025

Mathematics Tasker - Probability, Statistics, Advanced Calculus

AppenTextText GenerationRLHF

- Wrote undergraduate level questions and their solutions in LaTeX for training AI models - Evaluated responses to said questions

- Wrote undergraduate level questions and their solutions in LaTeX for training AI models - Evaluated responses to said questions

2024

Clickbait Detector - YouTube

OneformaVideoTrackingData Collection

- Labelled and categories YouTube videos as clickbaits or misleading based on content, mismatch with thumbnail and video title

- Labelled and categories YouTube videos as clickbaits or misleading based on content, mismatch with thumbnail and video title

2024

Show more

Education

Work History