Hi, I’m
Mahmood Zayeem Mustafa Naina
Right to Work in Hong Kong
Summary
Accomplished Senior AI Engineer with 7+ years of experience in Data Science, AI, and ML. Specializes in Generative AI, Recommender Systems, Natural Language Processing, and Conversational AI. Proven track record in building and deploying effective AI solutions using Python, PyTorch, API, and vector databases. Hold a US Patent in Customer Offer Optimization.
Overview
9
years of professional experience
1
Certification
Work History
Tata Consultancy Services
Senior AI Engineer
05.2022 - Current
Job overview
- Led development and implementation of TCS's personalization product suite across various retailers, focusing on designing complex systems for training and running machine learning models using industry best practices
- Mentored team members in effective project management and contributed to all phases of product development and delivery from analysis and design through to deployment
- Developed and architected Intelligent Buying Guide, conversational chatbot for product recommendation and customer support, leveraging LLMs, vector databases, FastAPI, and LangChain Framework
- Implemented Retriever-Augmented Generation (RAG) powered content generation within TCS retail group, enhancing internal operations by 20%
- Developed scalable data processing solutions on Azure, reducing data processing time by 40% and saving 60 hours of manual work per month
- Built several POCs leveraging Gradio and Streamlit for UI development in different Generative AI use cases, enhancing user experience and rapid prototyping
- Developed AI POC that converts natural language queries to SQL queries and automatically generates visualizations, streamlining data insights and decision-making processes.
Tata Consultancy Services
Senior AI Engineer
08.2019 - 05.2022
Job overview
- Developed solutions for various e-commerce use cases, implementing personalized recommendation models utilizing Python and machine learning libraries
- Implemented personalized recommendation models for US luxury retailer and Indian jewelry retailer, contributing to analysis, design, and deployment phases of product development
- Led data integration and aggregation initiatives using robust ETL processes for model pipelines
- Established Machine Learning Operations pipelines for recommendation models in Azure, reducing deployment time by 40%
- Collaborated with DevOps teams to automate processes, reducing manual tasks by 35%
- Implemented real-time monitoring solutions for models deployed on Azure, improving model uptime.
Tata Consultancy Services
Data Analyst
09.2015 - 08.2017
Job overview
- Conducted comprehensive data analysis using Python and its libraries.
- Developed efficient ETL processes for cloud data warehouses using SSIS.
- Utilized data visualization tools to effectively communicate business insights.
- Enabled stakeholders to make data-driven decisions by designing SQL-powered dashboards for cloud databases.
Education
SRM UniversityChennai, India
MBA from Data Analytics
07.2019
Teesside UniversityMiddlesbrough, UK
Semester Exchange in Data Science
06.2019
The New CollegeChennai, India
Bachelor of Science from Computer Science
05.2015
Skills
- Programming Languages: Python, SQL
- Frameworks and Libraries: FastAPI, LangChain, Pandas, PyTorch, Scikit-Learn
- Machine Learning and AI: Supervised Learning, Unsupervised Learning, MLOps, RAG, Generative AI, Natural Language Processing (NLP), Recommender Systems
- Tools and Platforms: Azure, GCP, Gradio, Streamlit, Pinecone, Git, Power BI, Aera Skill Builder
- Soft Skills: Team Leadership, Problem Solving, Communication, Project Management
Certification
- Microsoft Certified: Azure AI Engineer Associate
- Databricks Certified: Generative AI Fundamentals
- Aera Skill Builder Enablement
Accomplishments
- Technical Excellence Award at Tata Consultancy Services - December 2023
- US Patent Holder in Customer Offer Optimization - Developed innovative methods for optimizing customer offers, leading to increased engagement and conversion rates.
- Led a six-month research project during Semester Exchange at Teesside University utilizing Machine Learning techniques to predict survival rates in lung cancer patients, contributing to advancements in predictive health analytics.
- Personal AI Projects on Hugging Face - Developed and shared various AI and ML models, including Generative AI models and conversational AI projects.
- Demonstrated expertise in deploying and managing AI projects, contributing to the open-source community.
Availability
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Work Type
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On-SiteRemoteHybridTimeline
Senior AI Engineer
Tata Consultancy Services
05.2022 - Current
Senior AI Engineer
Tata Consultancy Services
08.2019 - 05.2022
Data Analyst
Tata Consultancy Services
09.2015 - 08.2017
SRM University
MBA from Data Analytics
Teesside University
Semester Exchange in Data Science
The New College
Bachelor of Science from Computer Science
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