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Ganesh Basyal

@ganeshbasyal

Data Scientist at Key Predict who developed an LLM-and-rule-engine test recommendation system for AI-driven HR products.

India

Message

At Key Predict, I led end-to-end development of a test recommendation system combining an LLM with a rule engine, improving the relevance and accuracy of suggested tests. I also replaced legacy NER pipelines with LLM-based CV parsing and developed REST APIs for AI features.

At WonderBiz Technologies, working with client Schneider Electric, I trained and refined object detection models to recognize symbols in P&IDs and developed an Annoy-based template matching model. My projects include a RAG-based CV and job description matcher, real-time video tracking, and models for bird-call counting and OCR.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Key Predict

Aug 2023 - Present (3 years 3 months)

Collaborated with a globally distributed team on AI-driven HR products, leading end-to-end development of a Test Recommendation system and benchmarking models for skill extraction. Managed cross-functional teams and developed REST APIs for AI features.

LLM NLP Deep Learning Rules Engine TF IDF BERT GloVe Jaccard Similarity REST APIs GPT LLaMA Mistral Prompt Engineering Model Evaluation

Machine Learning Engineer

WonderBiz Technologies

Jul 2021 - Jul 2023 (2 years)

Trained and updated object detection models for symbol recognition in P&ID diagrams, implemented visualization of process lines, and developed template matching models. Monitored and refined features for device failure prediction.

Mask RCNNs Faster RCNN Annoy XGBoost Object Detection Computer Vision Python