I am a data science and AI engineering professional with hands-on experience designing and deploying AI-powered decision-support systems for enterprise environments. I build scalable ML models, optimize code, and integrate AI capabilities into robust software architectures. My experience spans data science, software development, and AI-powered platforms, including NLP workflows, RAG-based retrieval, and CI/CD pipelines. I value collaboration, code quality, and delivering practical solutions that drive business impact.

Sayed Sohail Pasha Peerzade

I am a data science and AI engineering professional with hands-on experience designing and deploying AI-powered decision-support systems for enterprise environments. I build scalable ML models, optimize code, and integrate AI capabilities into robust software architectures. My experience spans data science, software development, and AI-powered platforms, including NLP workflows, RAG-based retrieval, and CI/CD pipelines. I value collaboration, code quality, and delivering practical solutions that drive business impact.

Available to hire

I am a data science and AI engineering professional with hands-on experience designing and deploying AI-powered decision-support systems for enterprise environments. I build scalable ML models, optimize code, and integrate AI capabilities into robust software architectures.

My experience spans data science, software development, and AI-powered platforms, including NLP workflows, RAG-based retrieval, and CI/CD pipelines. I value collaboration, code quality, and delivering practical solutions that drive business impact.

See more

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
See more

Language

English
Fluent

Work Experience

Data Science Consultant at Outlier, San Francisco
February 1, 2024 - Present
Designed and refined AI models for decision-support systems by training 500+ outputs, enabling scalable integration for enterprise architecture workflows. Implemented RLHF-based ranking frameworks to evaluate AI model recommendations, improving workflow decision-making accuracy. Applied ML algorithms (Random Forest, Gradient Boosting) to identify irregularities and support complex architecture-related decision-making, contributing to system-wide data-driven optimizations. Conducted Python code reviews and rewrote inefficient modules to improve system design, ensuring delivery of high-quality AI-driven solutions aligned with enterprise standards. Analysed and fine-tuned over 100 code segments in Python and SQL for next-generation AI applications, markedly increasing the precision and functionality of deployed models.
AI Engineer Intern at Insight Dev
March 1, 2024 - September 26, 2025
Led the development of a modular and scalable architecture for a Legal AI platform, focusing on creating intuitive and responsive user interfaces catering to general users and legal professionals. Integrated NLP models (OpenAI's GPT-4, Cohere) into workflows to enable AI-driven summarization and recommendation capabilities, enhancing legal case analysis precision. Developed and refined AI-driven chat functionalities within legal cases, employing LangChain and RAG for context-aware, legally accurate conversations, thus improving user engagement and satisfaction. Architected an optimized chunking strategy for large-scale legal documents, enabling efficient processing within distributed systems and maintaining data integrity for enhanced AI-based analysis. Evaluated the performance of RAG models using key metrics (ROUGE, BLEU, ARES), providing actionable insights to improve retrieval and summarization capabilities for AI-powered platforms. Integrated Google and Facebook OAuth social login
Software Engineer at Software AG
August 1, 2022 - September 26, 2025
Redesigned and migrated enterprise E-Commerce platform from legacy architecture to a React-based SPA, implementing global state management for improved scalability and consistency. Developed and deployed a Flask-based backend for the e-commerce platform, creating RESTful APIs to manage user authentication, product catalog, and order processing. Enhanced API performance through query optimizations, ensuring seamless integration with the front end and supporting scalable architecture. Designed and managed backend services for data retrieval and updates using Python APIs, improving reliability and maintaining secure connections for transaction processing. Implemented lazy-loading and code-splitting techniques to optimize component rendering, improving system performance and reducing initial load times by 50%. Developed an internationalized, responsive UI with React i18next, ensuring seamless support for multilingual financial service applications. Utilized CSS-in-JS patterns with React St
Data Science Consultant at Outlier
February 1, 2024 - Present
Designed and refined AI models for decision-support systems by training 500+ outputs, ensuring scalable and high-performance integration for enterprise architecture workflows. Implemented RLHF-based ranking frameworks to evaluate AI model recommendations, resulting in enhanced workflow decision-making accuracy. Applied ML algorithms (e.g., Random Forest, Gradient Boosting) to identify irregularities and support complex architecture-related decision-making, contributing to system-wide data-driven optimizations. Conducted Python code reviews and rewrote inefficient modules to improve system design, ensuring delivery of high-quality AI-driven solutions aligned with enterprise standards. Analyzed and fine-tuned over 100 code segments in Python and SQL for next-generation AI applications, markedly increasing the precision and functionality of deployed models.
AI Engineer Intern at Insight Dev
March 1, 2024 - September 26, 2025
Led the development of a modular and scalable architecture for a Legal AI platform, focusing on creating intuitive and responsive user interfaces catering to general users and legal professionals. Integrated NLP models (OpenAI's GPT-4, Cohere) into workflows to enable AI-driven summarization and recommendation capabilities, enhancing legal case analysis precision. Developed and refined AI-driven chat functionalities within legal cases, employing LangChain and RAG for context-aware, legally accurate conversations, thus improving user engagement and satisfaction. Architected an optimized chunking strategy for large-scale legal documents, enabling efficient processing within distributed systems and maintaining data integrity for enhanced AI-based analysis. Evaluated performance of RAG models using ROUGE, BLEU, ARES metrics. Integrated Google and Facebook OAuth social logins. Maintained CI/CD pipelines. Designed and managed a scalable API layer. Implemented robust testing frameworks. Devel
Software Engineer at Software AG
August 1, 2022 - September 26, 2025
Redesigned and migrated an enterprise E-Commerce platform from legacy architecture to a React-based SPA, implementing global state management for improved scalability and consistency. Developed and deployed a Flask-based backend for the e-commerce platform, creating RESTful APIs to manage user authentication, product catalog, and order processing. Enhanced API performance through query optimizations, ensuring seamless integration with the front end and supporting scalable architecture. Designed and managed backend services for data retrieval and updates using Python APIs, improving reliability and maintaining secure connections for transaction processing. Implemented lazy-loading and code-splitting techniques to optimize component rendering, improving system performance and reducing initial load times by 50%. Developed an internationalized, responsive UI with React i18next, CSS-in-JS with Styled Components. Led UX research and design processes to create data-driven architecture bluepri
Data Science Consultant at Outlier
February 1, 2024 - Present
Designed and refined AI models for decision-support systems, training 500+ outputs and enabling scalable integration with enterprise architecture workflows. Implemented RLHF-based ranking to improve decision-making accuracy and applied ML techniques to identify irregularities and optimize architecture decisions. Conducted Python and SQL code reviews, rewriting inefficient modules to align with enterprise standards and deliver high-quality AI-driven solutions.
AI Engineer Intern at Insight Dev
March 1, 2024 - October 11, 2025
Led development of a modular, scalable architecture for a Legal AI platform. Integrated NLP models (OpenAI GPT-4, Cohere) for AI-driven summarization and recommendations, developed context-aware chat functionalities with LangChain and RAG, optimized large document processing with chunking strategies, and evaluated RAG performance using ROUGE, BLEU, and ARES. Implemented social logins (OAuth), CI/CD pipelines, and a scalable API layer for distributed data exchange; built tests with Jest and Cypress.
Software Engineer at Software AG
August 1, 2022 - October 11, 2025
Redesigned and migrated an enterprise E-Commerce platform to a React-based SPA; built Flask-based backend with RESTful APIs; optimized queries for performance and implemented internationalization. Led UI test automation with Cypress during migration and contributed to mobile UI via SwiftUI MVVM; conducted UX research and architecture planning for distributed mobile workflows.
Data Science Consultant at Outlier
February 1, 2024 - Present
Designed and refined AI models for decision-support systems by training 500+ outputs, implemented RLHF-based ranking, applied ML algorithms to identify irregularities, rewrote inefficient Python modules, and tuned 100+ code segments for AI applications.
AI Engineer Intern at Insight Dev
March 1, 2024 - October 11, 2025
Led development of a modular AI platform architecture; integrated NLP models for summarization and recommendations; built AI-driven chat with LangChain and RAG; designed chunking strategies for large documents; evaluated model performance with ROUGE, BLEU, and ARES; implemented social logins and CI/CD; built scalable API layer with testing.
Software Engineer at Software AG
August 1, 2022 - October 11, 2025
Redesigned and migrated an enterprise e-commerce platform to a React SPA; built a Flask-based backend with RESTful APIs; improved API performance; implemented lazy-loading and code-splitting; internationalized UI; led UX research and architecture blueprints; developed a SwiftUI mobile app; automated UI tests and migrated regression suites to Cypress.
Data Science Consultant at Outlier
February 1, 2024 - Present
Designed and refined AI models for decision-support systems by training 500+ outputs, ensuring scalable and high-performance integration for enterprise architecture workflows. Implemented RLHF-based ranking frameworks to evaluate AI model recommendations, resulting in enhanced workflow decision-making accuracy. Applied ML algorithms to identify irregularities and support complex architecture-related decision-making, contributing to system-wide data-driven optimizations. Conducted Python code reviews and rewrote inefficient modules to improve system design, ensuring delivery of high-quality AI-driven solutions aligned with enterprise standards. Analysed and fine-tuned over 100 code segments in Python and SQL for next-generation AI applications, markedly increasing the precision and functionality of deployed models.
AI Engineer Intern at Insight Dev
March 1, 2024 - October 11, 2025
Led the development of a modular and scalable architecture for a Legal AI platform, focusing on creating intuitive and responsive user interfaces catering to general users and legal professionals. Integrated NLP models (OpenAI's GPT-4, Cohere) into workflows to enable AI-driven summarization and recommendation capabilities, enhancing legal case analysis precision. Developed and refined AI-driven chat functionalities within legal cases, employing LangChain and RAG for context-aware, legally accurate conversations, thus improving user engagement and satisfaction. Architected an optimized chunking strategy for large-scale legal documents, enabling efficient processing within distributed systems and maintaining data integrity for enhanced AI-based analysis. Evaluated the performance of RAG models using key metrics (ROUGE, BLEU, ARES), providing actionable insights to improve retrieval and summarization capabilities for AI-powered platforms. Integrated Google and Facebook OAuth social login
Software Engineer at Software AG
August 1, 2022 - October 11, 2025
Redesigned and migrated an enterprise E-Commerce platform from legacy architecture to a React-based SPA; implemented global state management for scalability. Developed and deployed a Flask-based backend with RESTful APIs for authentication, product catalog, and order processing; optimized queries for performance. Led backend services for data retrieval and updates via Python APIs, improving reliability and secure transaction processing. Implemented lazy-loading and code-splitting to reduce initial load times and improve performance. Enabled multilingual support with React i18next and maintained theming with CSS-in-JS. Led UX research and design processes to create data-driven architecture blueprints for complex mobile applications and contributed to automated UI testing.
Data Science Consultant at Outlier, San Francisco
February 1, 2024 - Present
Designed and refined AI models for decision-support systems, training 500+ outputs and enabling scalable, high-performance integration with enterprise architecture workflows. Implemented RLHF-based ranking frameworks to improve AI recommendations and decision accuracy. Applied ML algorithms (Random Forest, Gradient Boosting) to detect irregularities and support architecture-related decisions, contributing to data-driven optimizations. Led Python code reviews and refactoring to improve system design and AI-driven solution quality. Analyzed and fine-tuned 100+ Python/SQL modules to enhance precision and functionality of deployed models.
AI Engineer Intern at Insight Dev, Glasgow
March 1, 2024 - October 11, 2025
Led development of a modular, scalable architecture for a Legal AI platform; integrated NLP models (OpenAI GPT-4, Cohere) for AI-driven summarization and recommendations. Developed AI-driven chat features using LangChain and RAG for context-aware conversations. Designed chunking strategy for large-scale legal documents; evaluated RAG performance with ROUGE, BLEU, and ARES. Implemented Google and Facebook OAuth logins; maintained CI/CD with git hooks, linting, and type-checking. Built a scalable API layer for data exchange in distributed systems; established robust testing with Jest and Cypress.
Software Engineer at Software AG
August 1, 2022 - October 11, 2025
Redesigned and migrated an enterprise e-commerce platform to a React-based SPA; developed a Flask-based backend with RESTful APIs; optimized queries to improve reliability and performance. Implemented lazy-loading and code-splitting; built internationalized UI with React i18next and CSS-in-JS. Led UX research and architecture blueprints for data-driven workflows.
Data Science Consultant at Outlier
February 1, 2024 - Present
Designed and refined AI models for decision-support systems by training 500+ outputs, ensuring scalable and high-performance integration for enterprise architecture workflows. Implemented RLHF-based ranking frameworks to enhance workflow decision-making accuracy. Applied ML algorithms (e.g., Random Forest, Gradient Boosting) to identify irregularities and support complex architecture-related decision-making, contributing to data-driven optimizations. Conducted Python code reviews and rewrote inefficient modules to deliver high-quality AI-driven solutions aligned with enterprise standards. Analyzed and fine-tuned over 100 Python/SQL code segments for next-generation AI applications.
AI Engineer Intern at Insight Dev, Glasgow
March 1, 2024 - October 11, 2025
Led development of a modular and scalable architecture for a Legal AI platform, focusing on intuitive UI/UX for general users and legal professionals. Integrated NLP models (OpenAI GPT-4, Cohere) for AI-driven summarization and recommendations. Developed AI-driven chat functionalities using LangChain and RAG for context-aware conversations. Engineered an optimized chunking strategy for large-scale legal documents and evaluated RAG performance using ROUGE, BLEU, and ARES. Integrated Google and Facebook OAuth logins and maintained CI/CD pipelines with testing frameworks (Jest, Cypress). Architected a scalable API layer for distributed data exchange.
Software Engineer at Software AG
August 1, 2022 - October 11, 2025
Migrated an enterprise e-commerce platform from a legacy setup to a React-based SPA with global state management. Built a Flask-based backend with RESTful APIs, optimized queries for performance, and designed data retrieval/update services. Implemented lazy-loading, code-splitting, and internationalization (React I18n). Employed CSS-in-JS for theming, led UX research to create data-driven architecture blueprints, and developed a SwiftUI mobile app (MVVM) with automated UI tests (Appium) and regression tests (Cypress).
Data Science Consultant at Outlier
February 1, 2024 - Present
Designed and refined AI models for decision-support systems by training 500+ outputs, ensuring scalable and high-performance integration for enterprise architecture workflows. Implemented RLHF-based ranking frameworks to evaluate AI model recommendations, resulting in enhanced workflow decision-making accuracy. Applied ML algorithms to identify irregularities and support complex architecture-related decision-making, contributing to system-wide data-driven optimizations. Analyzed and refined Python and SQL code to improve performance and delivery of AI-driven solutions.
AI Engineer Intern at Insight Dev
March 1, 2024 - October 11, 2025
Led development of a modular and scalable architecture for a Legal AI platform; integrated NLP models (OpenAI GPT-4, Cohere) into workflows for AI-driven summarization and recommendations; developed AI-powered chat functionalities using LangChain and RAG; designed optimized chunking strategy for large-scale documents; evaluated RAG models with ROUGE, BLEU, ARES; implemented Google and Facebook OAuth logins; maintained CI/CD with linting and testing; built a scalable API layer; implemented UI testing with Jest and Cypress.
Software Engineer at Software AG
August 1, 2022 - October 11, 2025
Redesigned and migrated an enterprise E-Commerce platform from a legacy architecture to a React-based SPA with global state management; built a Flask-based backend with RESTful APIs; optimized queries for performance; implemented lazy-loading, code-splitting, and internationalization with React i18next; led UX research, designed data-driven architecture blueprints; developed a SwiftUI mobile app (MVVM) and automated UI tests with Appium; migrated tests with Cypress to ensure feature parity.
Data Science Consultant at Outlier
February 1, 2024 - Present
Designed and refined AI models for decision-support systems by training 500+ outputs, ensuring scalable and high-performance integration for enterprise architecture workflows. Implemented RLHF-based ranking frameworks to evaluate AI model recommendations, resulting in enhanced workflow decision-making accuracy. Applied ML algorithms (e.g., Random Forest, Gradient Boosting) to identify irregularities and support complex architecture-related decision-making, contributing to system-wide data-driven optimizations. Conducted Python code reviews and rewrote inefficient modules to improve system design, ensuring delivery of high-quality AI-driven solutions aligned with enterprise standards. Analyzed and fine-tuned Python and SQL code segments for next-generation AI applications, markedly increasing the precision and functionality of deployed models.
AI Engineer Intern at Insight Dev
March 1, 2024 - October 11, 2025
Led the development of a modular and scalable architecture for a Legal AI platform, focusing on creating intuitive and responsive user interfaces catering to general users and legal professionals. Integrated NLP models (OpenAI's GPT-4, Cohere) into workflows to enable AI-driven summarization and recommendation capabilities. Developed and refined AI-driven chat functionalities within legal cases, employing LangChain and RAG for context-aware, legally accurate conversations, thus improving user engagement and satisfaction. Architected an optimized chunking strategy for large-scale legal documents, enabling efficient processing within distributed systems and maintaining data integrity for enhanced AI-based analysis. Evaluated performance of RAG models using ROUGE, BLEU, and ARES, providing actionable insights to improve retrieval and summarization capabilities for AI-powered platforms. Integrated Google and Facebook OAuth social logins, enhancing user accessibility and security. Maintaine
Software Engineer at Software AG
August 1, 2022 - October 11, 2025
Redesigned and migrated an enterprise E-Commerce platform from legacy architecture to a React-based SPA, implementing global state management for improved scalability and consistency. Developed and deployed a Flask-based backend for user authentication, product catalog, and order processing; enhanced API performance through query optimizations to support a scalable architecture. Designed and managed backend services for data retrieval and updates via Python APIs, improving reliability. Implemented lazy-loading and code-splitting to optimize rendering and reduce initial load times by 50%. Built an internationalized, responsive UI with React i18next and CSS-in-JS patterns for maintainability. Led UX research and architecture blueprints, including journey maps and wireframes, and developed a SwiftUI mobile app using MVVM; automated UI tests with Appium and Cypress; migrated regression test suites to preserve feature parity during migration.

Education

M Sc Computer Science at Queen Mary University, London
January 11, 2030 - September 26, 2025
Bachelor of Engineering in Information Science and Technology at PES Institute of Technology, Bangalore
January 11, 2030 - September 26, 2025
MSc Computer Science at Queen Mary University of London
January 11, 2030 - September 26, 2025
Bachelor of Engineering in Information Science and Technology at PES Institute of Technology, Bangalore
January 11, 2030 - September 26, 2025
MSc Computer Science at Queen Mary University, London
January 11, 2030 - October 11, 2025
Bachelors of Engineering in Information Science and Technology at PES Institute of Technology, Bangalore
January 11, 2030 - October 11, 2025
MSc Computer Science at Queen Mary University, London
January 11, 2030 - October 11, 2025
Bachelor of Engineering in Information Science and Technology at PES Institute of Technology, Bangalore
January 11, 2030 - October 11, 2025
MSc in Computer Science at Queen Mary University, London
January 11, 2030 - October 11, 2025
Bachelors of Engineering in Information Science and Technology at PES Institute of Technology, Bangalore
January 11, 2030 - October 11, 2025
MSc Computer Science at Queen Mary University of London
January 11, 2030 - October 11, 2025
Bachelor of Engineering in Information Science and Technology at PES Institute of Technology, Bangalore
January 11, 2030 - October 11, 2025
M Sc Computer Science at Queen Mary University, London
January 11, 2030 - October 11, 2025
Bachelor of Engineering in Information Science and Technology at PES Institute of Technology, Bangalore
January 11, 2030 - October 11, 2025
MSc Computer Science at Queen Mary University, London
January 11, 2030 - October 11, 2025
Bachelor of Engineering in Information Science and Technology at PES Institute of Technology, Bangalore
January 11, 2030 - October 11, 2025
MSc Computer Science at PES Institute of Technology, Bengaluru
January 11, 2030 - October 11, 2025
Bachelor of Engineering in Information Science and Technology at Queen Mary University of London
January 11, 2030 - October 11, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Professional Services, Computers & Electronics, Media & Entertainment, Retail, Education, Other