As an AI and Machine Learning enthusiast specializing in NLP, I harness the power of advanced data science to drive innovation and optimize performance across a variety of industries. With a robust foundation in full stack development, I deliver cutting-edge solutions that enhance user experience and maximize operational efficiency.
About me
I'm Sayed Sohail Pasha Peerzade, a seasoned computer science professional based in London. With a Master's degree in Computer Science from Queen Mary University and a Bachelor's in Engineering from PES Institute of Technology, Bangalore, I have developed a diverse skill set that spans across front-end development, machine learning, AI technologies, and more.
Professionally, my roles have included enhancing AI systems as a Data Science Consultant at Outlier in San Francisco, leading UI development for a Legal AI platform at Insight Dev in Glasgow, and spearheading mobile and web application projects at Software AG in Bangalore. These roles have leveraged my deep expertise in Python, JavaScript, TypeScript, Angular, React, Next.js, SwiftUI, and machine learning frameworks, contributing to advanced projects such as AI-driven legal tools and complex data pattern analysis.
My project work includes innovative applications like clustering football players with K-means, detecting fake news using SVM classifiers, and implementing vector space semantics in script data. Each project reflects my ability to integrate multiple technologies and methodologies to deliver impactful solutions.
Experience
Data Science Consultant
Outlier AI
Feb 2024 - Present
- Enhanced the efficiency of AI systems, including generative language models, through the refinement of 500+ outputs and rigorous training on high-quality programming tasks.
- Achieved significant performance improvements using advanced data science frameworks to rank and evaluate model performance via Reinforcement Learning from Human Feedback (RLHF) protocols.
- Leveraged machine learning algorithms to analyze and identify complex patterns and irregularities in data, enhancing decision-making processes.
- Conducted extensive code reviews and rewrote low-quality model responses, ensuring the delivery of high-quality software solutions.
- Analyzed and fine-tuned over 100 code segments in Python and SQL for next-generation AI applications, increasing precision and functionality.
LLMOps Intern
Insight Dev
Jan 2024 - Mar 2024
- Spearheaded the UI development of a Legal AI platform using Next.js and Tailwind CSS, focusing on creating intuitive and responsive user interfaces.
- Integrated Google and Facebook OAuth social logins, enhancing user accessibility and security.
- Leveraged Husky for executing git hooks to maintain high code quality. Implemented linting, code formatting, and type checking.
- Developed and managed the API layer using Axios, enabling efficient data retrieval and manipulation for various platform functionalities.
- Set up Jest for unit testing and Cypress for end-to-end automated testing, ensuring the reliability of the platform.
- Spearheaded the integration of advanced NLP models using OpenAI's GPT-4 and Cohere's reranking endpoint, significantly enhancing the platform's legal document summarization and case analysis capabilities.
- Developed AI-driven chat functionalities, employing LangChain and RAG for context-aware, legally accurate conversations.
- Conducted rigorous evaluations of the RAG model's performance in legal contexts, employing a variety of metrics such as the RAG Triad of metrics, ROUGE, ARES, BLEU, and RAGAs.
Associate Consultant
Software AG
Sep 2018 - Aug 2022
- Led a UI rewrite for an E-Commerce/Procurement web app using Angular 7 and JBoss, enhancing performance and compatibility.
- Developed a mobile app in SwiftUI with an MVVM architecture, incorporating custom animations and reusable UI components.
- Implemented Single Sign-On with Microsoft Authenticator Library and managed reactive form validations using the Combine framework.
- Created solutions for Complaints Management integrating Single Sign-On with OKTA and Agile Apps.
- Constructed Full-Text Search queries in SQL Server and implemented automated Continuous Integration and Deployment using Jenkins.
- Developed i18n localization for German and English users and built a search engine for the E-commerce application.
Data Science Consultant
Remote
Reviews
Thank you for your exceptional dedication and comprehensive support in both the development and ongoing maintenance of the Demand Tool. Your expertise and proactive approach have greatly enhanced our operational efficiency and have been instrumental in streamlining our processes. Your efforts are greatly appreciated!
Vijay Kirthi MysoreVice President - PS India, Software AgSohail has excelled as a newcomer, quickly mastering new technologies like AngularJS and delivering his tasks effectively. His analytical skills are impressive, enabling him to resolve issues creatively. He consistently demonstrates thorough ownership and dedication in his work, seeks continuous improvement, and communicates precisely. His deep analytical approach and teamwork make him a highly effective and reliable team member.
Supriyo DeySenior Principal Consultant, Software AgI am deeply appreciative of the exemplary support provided to the HQ Global Sourcing project. The development of a mobile app and leadership in the UI rewrite for an E-Commerce/Procurement web app are commendable achievements. Transitioning from webMethods CAF to a Single Page Application using Angular 7 and JBoss was seamlessly executed under my guidance. This significant enhancement not only improved user experience but also streamlined our operations.
Bharath VutukuruSenior Vice President, PS India APJ & ME, Software AgSayed Sohail has excelled as an LLMOps Intern, showing consistent eagerness and passion. He made substantial contributions to our products through his involvement in Prompt Engineering, Fine-Tuning, Architecture Designs, and Frontend Development for our LLM-powered applications
Ivan TryskybaCEO, Caseguru