About
AI/ML Engineer with 2 years of experience building end-to-end AI systems involving LLMs, RAG architectures, NLP pipelines, speech-to-speech assistants, and data analytics solutions. Strong expertise in Python, SQL, Machine Learning, and Generative AI applications for real-world business use cases across healthcare, finance.
Skills & Expertise (29)
Work Experience
AI/ML Generative AI Engineer
ProvaanTech
Mar 2024 - Present
Built a structured MySQL data warehouse by integrating multi-source datasets for business analytics and reporting. Performed feature engineering, EDA, and data analysis using Python (Pandas, NumPy, Matplotlib, Seaborn) to derive actionable insights. Automated data preparation and analysis workflows, reducing manual effort by 40 percent. Generated business intelligence reports to support operational and sales decision-making. Designed and implemented an end-to-end speech-to-speech AI assistant using STT → LLM → TTS pipeline for real-time user interaction. Built NLP preprocessing pipelines for intent detection, query normalization, and response mapping. Improved voice response accuracy and usability through continuous validation and prompt optimization. Worked on aligning user voice queries with business use cases and backend response flows. Developed an NLP-based AI chatbot to automate customer financial queries with intent detection and backend data mapping. Implemented query preprocessing, keyword extraction, and intent categorization for accurate responses. Integrated data from 3 financial systems using SQL and Power Query, achieving 97 percent data reliability. Performed complex SQL analysis for asset and risk insights to support decision-making.
Education
B Tech - Pimpri Chinchwad college of Engineering
2021 - 2024 · Afghanistan
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