AGH Advisors Oct 2021 - Present
Business Consultant
Quality Management System (QMS) Project : Spearheaded a QMS project involving the pretraining of datasets from conversational records, social media messages, and call records. Leveraged various NLP libraries, including LLMs, SLMs, and OpenAI, to run multiclass and multilabel classification. Applied techniques such as language detection, translation, emoji detection, multi-target classification, and specific word checking to provide classifications. Additionally, worked on audio transcribing and translation, music/silence/laughter detection, TTS, STT, tone, sentiment, and emotion detection, as well as plotting sine waves OpenCV Projects : Led a project involving various OpenCV tasks, including defect detection for PCBs. Managed the end-to-end process from image capture and environment setup to live testing and reporting NLP and TTS for Legal Use Case : Executed a comprehensive project for a legal application involving web scraping of court judgments, summarization, and TTS. Real-Time Defective PCB Detection : Implemented a project for the detection of defective PCBs using OpenCV. Created metadata, developed code, and conducted live tests, successfully extracting text to rename image files based on PCB serial numbers Sentiment Analysis for Call Logs : Developed and monitored a real-time sentiment analysis project to detect negative phrases in call logs. Employed NLP techniques including NLTK, RE, Spacy, Vader lexicon, sentiment analyzer, and noun-phrase detection for text selection, tokenization, and call length analysis Engaging with client on micro level from the inception and completion of the project
