Will Om
AI & full-stack developer, always building something
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Fine tuned a transformer-based language model for a domain-specific text generation task. The project involved preparing and preprocessing the training dataset, tokenizing the input/output sequences, configuring the training process, fine-tuning the pretrained model, and evaluating its performance on unseen data
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Developed an ETL pipeline for migrating and integrating data from a legacy client system into the the database. The workflow covered data extraction, cleaning, transformation, standardization, validation, and loading into the target system, ensuring reliable and consistent data throughout the migration process
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Description:
An NLP powered tool that analyzes messages between people to uncover communication patterns, personality traits, and relationship dynamics ,It processes conversation data, extracts sentiment, tone, and behavioral signals, and visualizes the findings in an interactive dashboard , built with Python, FastAPI, SQL, and NLP/AI model
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