Asif Ganai
NLP & AI Engineer | Data Preparation & Cleaning | Conversational AI Testing | Power BI Dashboard Development | API & Model Validation | AI & ML Enthusiast
- Role
- Ai Data & Test Automation Engineer at Leena AI
- Location
- Srinagar, IN
- LinkedIn followers
- 500 followers
About Asif Ganai
bring over 4 years of experience in Data annotation and research analysis with expertise…
Experience
Ai Data & Test Automation Engineer
Sep 2024 — Present · Gurugram, IN
Chatbot Testing & Performance EvaluationConduct QA testing on chatbot models to assess response accuracy, intent recognition, and entity extraction.Identify and report bugs, inconsistencies, and false positives in chatbot interactions.Optimize chatbot workflows using A/B testing and performance monitoring.2. Data Preparation & Cleaning for NLP ModelsPreprocess and clean structured & unstructured text data for training NLP models.Perform data normalization, tokenization, stopword removal, and entity tagging.Ensure high-quality data pipelines for machine learning & conversational AI models.3. Model Validation & Accuracy ImprovementEvaluate LLM (Large Language Model) and NLP chatbot models using key metrics like accuracy, precision-recall, and F1-score.Fine-tune model performance by analyzing incorrect responses and training data gaps.Collaborate with AI engineers to enhance intent classification and entity recognition.5. API Testing & Integration ValidationTest RESTful APIs for chatbot integrations with enterprise systems.Automate API validation and performance monitoring to ensure smooth interactions.Work closely with developers to debug and resolve API-related issues.
Education
Punjab Technical University
Master of Technology - MTech
2018 — 2020
MET School Kashmir
Senior Secondary
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