I will do hindi and bengali data annotation and text labeling


About this gig
Are you looking for accurate Bengali or Hindi language data for AI, NLP, speech recognition, or LLM training?
I deliver high-quality Indic language data processing and annotation services tailored to build, fine-tune, and evaluate machine learning models.
AI & LLM Services Offered
- LLM & GenAI Training: RLHF ranking, prompt-response creation, safety evaluation, and response scoring in Hindi and Bengali.
- Audio & Speech AI: High-precision transcription, speech-to-text validation, and audio quality checking for ASR systems.
- NLP & Text Annotation: Named Entity Recognition (NER), sentiment/intent tagging, and text classification.
- Data Formatting: Dataset cleaning, JSON/CSV tagging, and guideline compliance.
Why Choose Me?
- Native Language Depth: Deep understanding of Hindi and Bengali regional nuances and contexts.
- Versatile AI Experience: Proven track record handling complex guidelines across text, audio, and LLM workflows.
- High Accuracy & Privacy: Strict multi-pass quality control and 100% confidential data handling.
- Send me your project guidelines and requirements today to get started!
Get to know Minakshi Das
Your developer for modern, high performance web apps
- FromIndia
- Member sinceMar 2025
- Avg. response time1 hour
Languages
English, Hindi, Bengali, Assamese
My Portfolio
FAQ
How fast can you deliver my Hindi/Bengali data annotation or transcription project?
Turnaround time depends on volume and complexity. Standard small-to-medium datasets (up to 1,000 text units or 60 minutes of audio) are typically delivered within 24–48 hours. For larger datasets, I provide a custom schedule with milestone deliveries to keep your model training on track.
Do you offer urgent or expedited delivery schedules?
Yes. If you are on a tight deadline for model fine-tuning or dataset submission, I offer expedited rush delivery options. Please send me your guidelines and target delivery date before ordering so I can confirm immediate availability.
How do you manage timelines and quality for large-scale AI dataset projects?
For large-scale projects, I break the workflow into batch deliveries (e.g., 25%, 50%, 100%). This allows you to audit the early batch quality while I continue annotating, ensuring strict adherence to project deadlines without sacrificing accuracy.
Can you handle custom file formats like JSON, CSV, or raw audio files?
Yes! I work directly with raw text files, .json, .csv, .tsv, as well as .wav or .mp3 audio files. Clean formatting and structural integrity are guaranteed upon delivery.
Do you handle large-scale datasets or ongoing volume work?
Absolutely. For high-volume projects, I can dedicate full-time hours or coordinate with a trained sub-team under my direct quality management. Message me for custom pricing on bulk datasets.

