Mohammed Salih
Lead Software Engineer
Summary
AI Engineering leader specializing in LLMs, RAG, and custom AI agents. Expert in Python with a background spanning software development to advanced AI solutions. Skilled in architecting AI applications, fine-tuning models, and implementing cutting-edge concepts. Proven track record of leading cross-functional teams and aligning AI initiatives with business goals. Committed to driving innovation in AI integration and fostering a culture of continuous technological advancement.
Overview
10
10
years of professional experience
8
8
years of post-secondary education
1
1
Certification
Work History
Lead Product Engineer
Foxiom Leads Pvt Ltd
09.2023 - Current
- Architected and implemented cutting-edge Large Language Model (LLM) applications using Python, leveraging frameworks such as Langchain and Llama-Index for advanced natural language processing tasks
- Pioneered the development of AI-driven business solutions, incorporating state-of-the-art techniques including Chain of Thought (CoT), Tree of Thoughts (ToT), and Flare Retrieval Augmented Generation (RAG) to optimize performance and accuracy
- Spearheaded the design and implementation of the Phi-Data Framework, enhancing data processing capabilities for AI applications across the organization
- Engineered and fine-tuned custom LLMs, resulting in significant improvements in task-specific performance for business process automation
- Developed sophisticated AI agents for various business use cases using Autogen, streamlining operations and increasing efficiency across departments
- Led the implementation of optimized Retrieval-Augmented Generation (RAG) models, substantially improving information retrieval accuracy and relevance
- Designed and deployed agentive automations integrated with company software products, leveraging Docker for consistent and scalable deployments
- Established best practices for prompt engineering, enabling more effective interactions with AI models and improving overall system performance
- Conducted advanced AI technology workshops, focusing on LLM concepts, RAG techniques, and AI agent development, fostering a culture of innovation within the engineering team
- Presented AI-driven solutions to C-level executives, securing a 15% budget increase for AI initiatives by demonstrating tangible business value and ROI
- Managed cross-functional teams using Agile methodologies, ensuring efficient project development and timely delivery of AI-powered solutions
- Implemented a rigorous hiring process for AI talent, resulting in a 90% retention rate for new engineering hires and building a strong, innovative team
Project Manager
Beacon Infotech Pvt Ltd
03.2022 - 05.2023
- Led cross-functional teams in developing innovative solutions using Python, emphasizing efficient code architecture and scalability
- Spearheaded the integration of Generative AI and Large Language Models (LLM) into existing products, enhancing user experience and product capabilities
- Architected and implemented Docker-based deployment strategies, improving application portability and streamlining the development pipeline
- Guided React Native development efforts, ensuring seamless cross-platform functionality and optimal performance for mobile applications
- Prioritized product features based on market analyses and user needs, with a focus on AI-driven functionalities
- Aligned stakeholders around a cohesive product vision, emphasizing the strategic implementation of cutting-edge technologies like LLMs
- Oversaw comprehensive project documentation, including technical specifications for AI integrations and Docker implementations
- Conducted wireframing sessions to visualize complex AI-human interactions, enhancing the overall user interface design
Technical Lead
Codelocus LLP
01.2021 - 12.2022
- Spearheaded development teams, leveraging Python and JavaScript to deliver innovative solutions while consistently meeting project deadlines
- Architected and implemented microservices-based systems using FastAPI and Express.js, enhancing scalability and maintainability of applications
- Led the technical architecture for a Robotic Automation project in financial trading, integrating AWS cloud services for robust and scalable infrastructure
- Orchestrated the development of cross-platform mobile applications using React Native, ensuring seamless user experiences across devices
- Implemented Docker containerization to streamline deployment processes and improve application portability
- Utilized Sketch and Figma to create intuitive wireframes and mockups, facilitating clear communication between design and development teams
- Championed Agile methodologies, conducting daily scrums, managing sprint backlogs, and overseeing documentation to optimize team productivity and project transparency
Software Developer & Operating Officer
Codedady Solutions Pvt Ltd
01.2015 - 12.2020
- Led the operational and technical execution of multiple software projects, overseeing 5 development teams and managing 25 developers to deliver high-quality solutions within deadlines.
- Spearheaded the conversion of app UIs into scalable, high-quality code across platforms such as Android and iOS, including end-to-end management of app development and store deployments.
- Developed and implemented strategic workflows for business applications, achieving a 50% reduction in user friction and significantly boosting app adoption and engagement rates.
- Designed and delivered user-centric, interactive mobile app UIs, aligning closely with client requirements to enhance overall user experience.
- Utilized the React ecosystem to design and implement responsive user interface components for both web and mobile applications, leveraging JavaScript for robust and dynamic functionality.
- Collaborated effectively with a cross-functional team of React Native developers, designers, QA experts, and managers to bring projects from concept to completion.
- Translated prototypes and wireframes into fully functional app and UI components, with a focus on maximizing code reusability and performance efficiency.
- Integrated native modules and third-party dependencies as necessary, ensuring seamless application functionality and enhanced user experiences.
- Engineered front-end modules using Python and JavaScript, optimizing for performance, scalability, and maintainability in all development phases.
Internship
Blue Shell Security
11.2015 - 01.2016
- Security Fixing
- Vulnerability Scanning
- Validating Data Security.
Freelancer
Self Employed Services
- Proactively explored and self-taught programming languages, including JavaScript and Python, demonstrating a strong ability to quickly adapt to new technologies and methodologies.
- Gained hands-on experience by developing various projects, applying acquired knowledge to solve real-world problems and meet client-specific requirements.
- Conducted in-depth research on emerging technologies to provide tailored solutions for client projects, showcasing a commitment to continuous learning and innovation.
- Analyzed client requirements to design and develop UI/UX solutions, ensuring intuitive and visually appealing interfaces aligned with user needs and business goals.
- Produced comprehensive design documentation and prototypes, facilitating clear communication of project concepts and specifications to clients and stakeholders.
- Applied a user-centered approach to design, consistently delivering high-quality, interactive, and engaging digital experiences.
React Native Developer
- Led the operational and technical execution of multiple software projects, overseeing 5 development teams and managing 25 developers to deliver high-quality solutions within deadlines.
- Spearheaded the conversion of app UIs into scalable, high-quality code across platforms such as Android and iOS, including end-to-end management of app development and store deployments.
- Developed and implemented strategic workflows for business applications, achieving a 50% reduction in user friction and significantly boosting app adoption and engagement rates.
- Designed and delivered user-centric, interactive mobile app UIs, aligning closely with client requirements to enhance overall user experience.
- Utilized the React ecosystem to design and implement responsive user interface components for both web and mobile applications, leveraging JavaScript for robust and dynamic functionality.
- Collaborated effectively with a cross-functional team of React Native developers, designers, QA experts, and managers to bring projects from concept to completion.
- Translated prototypes and wireframes into fully functional app and UI components, with a focus on maximizing code reusability and performance efficiency.
- Integrated native modules and third-party dependencies as necessary, ensuring seamless application functionality and enhanced user experiences.
- Engineered front-end modules using Python and JavaScript, optimizing for performance, scalability, and maintainability in all development phases.
Education
B.Tech Computer Science And Engineering -
Calicut University
01.2013 - 05.2017
Higher Secondary - undefined
Presentation Higher Secondary School
01.2010 - 05.2013
Skills
Mobile & Web Application Development
Certification
Certified Ethical Hacking, BlueShell Security
Awards
- Winner of TechWiz Codethon 2019, 07/2019, Bridge Global
- Kerala Startup Mission Award of 2017, 03/2017, KSM
Featured Works
Travlounge, Beacon Infotech. Travlounge instigates the culture of 'traveling made possible for anyone and everyone', enabling all the standards and necessities to set you in motion. | Android, iOS, React Native, React js, Python Django, Postgresql.
Algo Trading Application, Codelocus LLP, A strategic autonomous robotic trading application and toolkit for financial stocks | Web Application, Docker, Python Fast API, Express js, React js, Postgresql, MongoDB.
Vidya Portal, Westbay Overseas Education, Education Consultancy App connecting agents and students for document management and status updates | Web & Mobile Application, React Native, React js, Python Django, Postgresql.
Foodoor Delivery, Foodoor LLP, Food Delivery Application User app, restaurant app, and delivery app for food delivery | Mobile Application, React Native, Python Django, React js, Postgresql.
Radio Malayalam 98.6, Qatar Malayalam Radio. Qatar based malayalam radio streaming application | Mobile Application, React Native, Node js, MongoDB.
Languages
Malayalam
Bilingual or Proficient (C2)
English
Advanced (C1)
Hindi
Upper intermediate (B2)
Tamil
Upper intermediate (B2)
Interests
Programming & Technology
Large Language Models & AI Architecture
RAG Models & Enhancements
Fine-Tuning LLM's
Opensource Models
Process Automation
Timeline
Lead Product Engineer
Foxiom Leads Pvt Ltd
09.2023 - Current
Project Manager
Beacon Infotech Pvt Ltd
03.2022 - 05.2023
Technical Lead
Codelocus LLP
01.2021 - 12.2022
Internship
Blue Shell Security
11.2015 - 01.2016
Software Developer & Operating Officer
Codedady Solutions Pvt Ltd
01.2015 - 12.2020
B.Tech Computer Science And Engineering -
Calicut University
01.2013 - 05.2017
Higher Secondary - undefined
Presentation Higher Secondary School
01.2010 - 05.2013
Freelancer
Self Employed Services
React Native Developer
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