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M

Mohan Yadam

AI Evaluation Specialist | Data Analyst - Freelance

India flagN/A, India
$40.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

AI/LLM Evaluation
Mathematical Reasoning
Algorithmic Problem Solving

Top Data Types

TextText
DocumentDocument

Top Task Types

Evaluation Rating
Computer Programming Coding
Question Answering
Text Summarization
RLHF

Freelancer Overview

AI Evaluation Specialist | Data Analyst - Freelance. Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Technology, Lovely Professional University and Master of Business Administration, KSRM Engineering College. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishHindiTelugu

Labeling Experience

AI Evaluation Specialist | Data Analyst - Freelance

Text
As an AI Evaluation Specialist and Data Analyst, I evaluated AI-generated responses for logical correctness, mathematical reasoning, and factual accuracy across complex domains. I designed and managed structured Large Language Model (LLM) evaluation pipelines to benchmark model performance on reasoning and instruction adherence. I collaborated in RLHF and SFT pipelines to refine outputs and improve reliability. • Detected and documented hallucinations, logical inconsistencies, and reasoning gaps in model outputs. • Performed algorithm-level solution review for correctness, optimization, and edge-case handling. • Analyzed large-scale datasets and supported evaluation using Python-based tooling. • Produced notebook-style documentation detailing reasoning, validation logic, and recommendations.

As an AI Evaluation Specialist and Data Analyst, I evaluated AI-generated responses for logical correctness, mathematical reasoning, and factual accuracy across complex domains. I designed and managed structured Large Language Model (LLM) evaluation pipelines to benchmark model performance on reasoning and instruction adherence. I collaborated in RLHF and SFT pipelines to refine outputs and improve reliability. • Detected and documented hallucinations, logical inconsistencies, and reasoning gaps in model outputs. • Performed algorithm-level solution review for correctness, optimization, and edge-case handling. • Analyzed large-scale datasets and supported evaluation using Python-based tooling. • Produced notebook-style documentation detailing reasoning, validation logic, and recommendations.

2023 - Present

Junior Data Analyst / AI Evaluation Analyst – Contract

Text
As a Junior Data Analyst and AI Evaluation Analyst, I performed preference ranking, golden response comparison, and quality scoring for AI-generated outputs. I ensured output alignment with logical correctness and domain standards through structured evaluations. I supported data annotation workflows and delivered clear evaluation notes for model refinement. • Improved data quality and evaluation accuracy via structured validation and audits. • Authored structured feedback to aid model refinement decisions. • Used SQL and Excel to analyze datasets for reporting and evaluation. • Contributed to consistent, high-quality annotation outcomes across projects.

As a Junior Data Analyst and AI Evaluation Analyst, I performed preference ranking, golden response comparison, and quality scoring for AI-generated outputs. I ensured output alignment with logical correctness and domain standards through structured evaluations. I supported data annotation workflows and delivered clear evaluation notes for model refinement. • Improved data quality and evaluation accuracy via structured validation and audits. • Authored structured feedback to aid model refinement decisions. • Used SQL and Excel to analyze datasets for reporting and evaluation. • Contributed to consistent, high-quality annotation outcomes across projects.

2022 - 2023

Education

L

Lovely Professional University

Bachelor of Technology, Computer Engineering

Bachelor of Technology
Not specified

Work History

F

Freelance

Data Analyst

N/A
2023 - Present
F

Freelance

Junior Data Analyst

N/A
2022 - 2023