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Subroto Biswas

Subroto Biswas

AI Output Evaluator for Resume Analyzer Project

India flagBengaluru, India
$12.00/hrEntry LevelDon T Disclose

Key Skills

Software

Don't disclose

Top Subject Matter

Recruitment/HR AI Application
Numerical Data Validation and CS Problem-Solving
Legal Services & Contract Review

Top Data Types

TextText
Computer Code ProgrammingComputer Code Programming
DocumentDocument

Top Task Types

SegmentationSegmentation
ClassificationClassification
Object DetectionObject Detection
Text GenerationText Generation
Text SummarizationText Summarization
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Computer Programming/CodingComputer Programming/Coding
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating

Freelancer Overview

AI Evaluation and Output Scoring (Resume Analyzer Project). Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Technology, GGITS (2025) and High School Diploma, Kendriya Vidyalaya Ordnance Factory, Katni (2021). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Evaluation and Rating.

Entry LevelEnglishHindiBengali

Labeling Experience

AI Evaluation and Output Scoring (Resume Analyzer Project)

Text
Designed and implemented an AI-powered resume analyzer that extracts structured text information, predicts experience levels, and evaluates candidate profiles against defined scoring criteria. Evaluated AI system outputs for accuracy and relevance by comparing with professional-standard benchmarks. Delivered structured, scored recruitment and improvement reports based on AI-generated data and reasoning quality. • Used Python and Streamlit to build the evaluation pipeline. • Applied multi-step scoring rubrics for output assessment. • Performed validation and feedback cycles for AI logic and reporting. • Ensured structured data extraction and insight accuracy in the workflow.

Designed and implemented an AI-powered resume analyzer that extracts structured text information, predicts experience levels, and evaluates candidate profiles against defined scoring criteria. Evaluated AI system outputs for accuracy and relevance by comparing with professional-standard benchmarks. Delivered structured, scored recruitment and improvement reports based on AI-generated data and reasoning quality. • Used Python and Streamlit to build the evaluation pipeline. • Applied multi-step scoring rubrics for output assessment. • Performed validation and feedback cycles for AI logic and reporting. • Ensured structured data extraction and insight accuracy in the workflow.

2024 - 2025

CS Academic Project Evaluation and Data Validation

Validated numerical computations and algorithmic solutions for Computer Science academic problems using structured criteria and simulation tools. Applied multi-step evaluations to programming outputs in Python, NumPy, and SciPy. Assessed solution quality and correctness by comparing with domain-specific constraints across various CS topics. • Designed test cases for algorithm validation. • Used numerical simulations for solution verification. • Evaluated code quality standards in academic solutions. • Applied standardized rubrics for output consistency.

Validated numerical computations and algorithmic solutions for Computer Science academic problems using structured criteria and simulation tools. Applied multi-step evaluations to programming outputs in Python, NumPy, and SciPy. Assessed solution quality and correctness by comparing with domain-specific constraints across various CS topics. • Designed test cases for algorithm validation. • Used numerical simulations for solution verification. • Evaluated code quality standards in academic solutions. • Applied standardized rubrics for output consistency.

2023 - 2024

Education

G

GGITS

Bachelor of Technology, Computer Science and Business Systems

Bachelor of Technology
2021 - 2025
K

Kendriya Vidyalaya Ordnance Factory, Katni

High School Diploma, Physics, Chemistry, and Mathematics

High School Diploma
2020 - 2021

Work History

D

DivSrivin Technologies

Data Analytics Virtual Intern

Bengaluru
2025 - 2025