Tabinda Hayat
Data Scientist | Data Science UB ’23| NASA L’SPACE Summer Associate| Human Robot Interaction Research Assistant UB| X-Machine Learning Engineer at TCS
- Role
- Data Analyst at Backerlabs Inc
- Location
- San Jose, CA, US
- LinkedIn followers
- 500 followers
About Tabinda Hayat
Versatile and innovation-driven Machine Learning Engineer & Data Scientist with 4.5+ years of experience delivering robust AI/ML solutions across industries such as manufacturing, healthcare, logistics, and finance. Specialized in building and deploying end-to-end machine learning pipelines, integrating cutting-edge technologies in Natural Language Processing (NLP), Generative AI, Computer Vision, Reinforcement Learning, and Recommendation Systems. Adept at implementing cloud-native MLOps solutions using Azure, AWS, and GCP, streamlining deployment and scaling of production models in real-time environments.Demonstrated success in:Designing and training transformer-based models (GPT, BERT, T5) and integrating LangChain, RAG pipelines, and vector databases for domain-specific Q&A and knowledge retrieval systems.Implementing OCR-based document extraction systems (EasyOCR, Azure Form).Developing real-time predictive models for anomaly detection, healthcare analytics, people counting, and weather forecasting with measurable performance gains (e.g, 92% accuracy, 40% efficiency boost, and 50% reporting time reduction).Leading the design of automated CI/CD pipelines, versioning and tracking experiments with MLFlow, and ensuring reproducibility and scalability using Azure ML, Azure DevOps.Crafting interactive dashboards and analytical reports using Tableau, Power BI, and Matplotlib, enhancing decision-making and stakeholder engagement across technical and non-technical teams.Strong software engineering foundation with proficiency in Python, R, SQL, Flask, FastAPI, and deep learning frameworks including PyTorch, TensorFlow, Keras. Experienced in optimizing model performance through hyperparameter tuning, feature engineering, and cloud-based AutoML tools. Passionate about LLM fine-tuning, zero-shot learning, and creating human-centric AI applications that drive value and innovation.
Experience
Data Analyst
Feb 2025 — Present · Sunnyvale, CA, US
Applied appropriate analytical and statistical methodologies to execute analysis plans aligned with research objectives and business goals.Interpreted and assessed reporting needs by engaging with business stakeholders and customers to deliver actionable insights.Collaborated cross-functionally with sales, marketing, and customer support teams to enhance CRM strategies and improve customer engagement outcomes.
Education
Chhattisgarh Swami Vivekanand Technical University, Bhilai
Bachelor’s Degree, Information
2014 — 2018
WorldQuant University
Master's degree, Scientific Computing and Python for Data Science Unit
University at Buffalo School of Engineering and Applied Sciences
Master's degree, Data Sciences and Applications
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