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K
Karan Kumar

Karan Kumar

Financial Data Analyst | FX, Machine Learning & AI Evaluation

USA flagWeehawken, NJ, Usa
$28.00/hrIntermediateInternal Proprietary ToolingTelusScale AI

Key Skills

Software

Internal/Proprietary Tooling
TelusTelus
Scale AIScale AI
RemotasksRemotasks
MercorMercor
Data Annotation TechData Annotation Tech

Top Subject Matter

Financial Data & Market Analysis
Foreign Exchange (FX) & Trading Systems
AI / NLP Text Evaluation & Classification

Top Data Types

TextText
ImageImage
Computer Code ProgrammingComputer Code Programming

Top Task Types

ClassificationClassification
Evaluation/RatingEvaluation/Rating
RLHFRLHF
Computer Programming/CodingComputer Programming/Coding
TranscriptionTranscription
Red TeamingRed Teaming
Text SummarizationText Summarization
Question AnsweringQuestion Answering
Text GenerationText Generation
Object DetectionObject Detection
SegmentationSegmentation
Bounding BoxBounding Box
Entity (NER) ClassificationEntity (NER) Classification
Data CollectionData Collection

Freelancer Overview

Financial Data Analyst (FX/ML), Contract. Brings 4+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Rutgers Business School (2025). AI-training focus includes data types such as Text and labeling workflows including Classification.

IntermediateEnglishHindiPunjabi

Labeling Experience

Project OHM

TextQuestion Answering
Worked on evaluating AI-generated outputs, including assessing correctness, logical consistency, and adherence to task instructions. Involved comparing responses, identifying errors, and improving output quality through structured feedback.

Worked on evaluating AI-generated outputs, including assessing correctness, logical consistency, and adherence to task instructions. Involved comparing responses, identifying errors, and improving output quality through structured feedback.

2025 - Present

Project Hedgehog

TextClassification
Labeled and evaluated text data across various domains, applying predefined guidelines to classify content, assess quality, and ensure consistency. Focused on identifying patterns, categorizing statements, and maintaining high annotation accuracy.

Labeled and evaluated text data across various domains, applying predefined guidelines to classify content, assess quality, and ensure consistency. Focused on identifying patterns, categorizing statements, and maintaining high annotation accuracy.

2025 - Present

Financial Data Analyst (FX/ML), Contract

TextClassification
Analyzed and annotated institutional FX trades to support model-driven classification efforts within Bloomberg LP. Collaborated with data science and research engineering teams to enhance the accuracy of trade tagging and classification models. Leveraged knowledge of FX and derivatives markets to accurately interpret and label complex market data. • Labeled over 500 FX trades including forwards, swaps, and options for AI modeling purposes. • Improved trade labeling accuracy by 12% and reduced false positives by 30% through collaborative annotation refinement. • Utilized trade product knowledge for nuanced classification decisions supporting AI algorithm enhancement. • Provided feedback on annotation schema to data science teams for ongoing model improvement.

Analyzed and annotated institutional FX trades to support model-driven classification efforts within Bloomberg LP. Collaborated with data science and research engineering teams to enhance the accuracy of trade tagging and classification models. Leveraged knowledge of FX and derivatives markets to accurately interpret and label complex market data. • Labeled over 500 FX trades including forwards, swaps, and options for AI modeling purposes. • Improved trade labeling accuracy by 12% and reduced false positives by 30% through collaborative annotation refinement. • Utilized trade product knowledge for nuanced classification decisions supporting AI algorithm enhancement. • Provided feedback on annotation schema to data science teams for ongoing model improvement.

2025 - 2025

Education

R

Rutgers Business School

Bachelor of Science, Finance

Bachelor of Science
2021 - 2025

Work History

U

UBS

Client Services Associate

Weehawken, NJ
2025 - Present
B

Bloomberg LP

Financial Data Analyst

Princeton, NJ
2025 - 2025