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Ganesh Banerjee

@ganeshbanerjee

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AI content evaluator and Bengali language consultant specializing in QA and RAG projects.

India

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What I'm looking for

I seek remote or hybrid roles focused on AI evaluation, QC, RAG or search relevance where I can lead annotation teams, improve model outputs, and drive measurable quality improvements.

I am an AI content evaluator and Bengali language consultant with hands-on experience reviewing and refining AI-generated text, images, and video for linguistic, cultural, and regional accuracy. I have led QC and annotation teams, prepared project trackers and reports, and documented failure modes and edge cases to improve model performance.

I build prototype RAG pipelines and have implemented semantic search using embeddings and FAISS, integrating LLMs for context-aware responses. I bring strong remote team management, documentation, and evaluation skills, and I prioritize clear communication, quality control, and practical improvements to AI systems.

Experience

Work history, roles, and key accomplishments

Bengali Language Consultant

Freelance

Mar 2024 - Aug 2025 (1 year 5 months)

Reviewed and refined AI-generated images, videos, and text for Bengali prompts, providing linguistic and cultural feedback that improved model relevance and prompt effectiveness. Documented failure modes and edge cases to guide iterative model refinement.

Linguistic Analysis Prompt Testing Documentation QA Remote Collaboration Content Review

QC Team Leader

Labelbox

Apr 2024 - Nov 2024 (7 months)

Led annotation and SRT rating teams, implementing QC checks and trackers that ensured consistent output quality and on-time delivery. Managed project documentation, progress reporting, and escalations across remote teams.

Team Leadership Quality Control Data Annotation Documentation Excel Notion Zoom Progress Reports

Education

Degrees, certifications, and relevant coursework

Bengal Institute of Technology and Management (MAKAUT)

Bachelor of Technology, Electronics & Communication

2022 - 2025

Completed a Bachelor of Technology in Electronics & Communication with coursework and projects in electronic systems and communications.

M.B.C Institute of Engineering & Technology (WBSCTE)

Diploma, Electronics & Tele-Communication

2019 - 2022

Completed a Diploma in Electronics & Tele-Communication covering fundamentals of electronic circuits, telecommunications, and related practical lab work.