I am a Senior AI/ML Engineer with over 5 years of experience in designing, developing, and deploying machine learning models and data-driven solutions. I am proficient in AI/ML algorithms and skilled at tackling complex problems using predictive analytics. I have worked in multiple industries such as Ed-Tech, Healthcare, SaaS, E-commerce, and FoodTech. I have managed teams and successfully executed large-scale projects from inception to deployment while aligning with business objectives. My experience spans both startups and enterprise-level companies, and I am adept at working with cross-functional teams using Agile and Scrum methodologies.

Bilal Habib

I am a Senior AI/ML Engineer with over 5 years of experience in designing, developing, and deploying machine learning models and data-driven solutions. I am proficient in AI/ML algorithms and skilled at tackling complex problems using predictive analytics. I have worked in multiple industries such as Ed-Tech, Healthcare, SaaS, E-commerce, and FoodTech. I have managed teams and successfully executed large-scale projects from inception to deployment while aligning with business objectives. My experience spans both startups and enterprise-level companies, and I am adept at working with cross-functional teams using Agile and Scrum methodologies.

Available to hire

I am a Senior AI/ML Engineer with over 5 years of experience in designing, developing, and deploying machine learning models and data-driven solutions. I am proficient in AI/ML algorithms and skilled at tackling complex problems using predictive analytics. I have worked in multiple industries such as Ed-Tech, Healthcare, SaaS, E-commerce, and FoodTech.

I have managed teams and successfully executed large-scale projects from inception to deployment while aligning with business objectives. My experience spans both startups and enterprise-level companies, and I am adept at working with cross-functional teams using Agile and Scrum methodologies.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Work Experience

Data Scientist at Devzhub
May 1, 2022 - September 4, 2025
Handled large-scale data analysis, cleansing, modeling, and testing. Successfully utilized cutting-edge Automatic Speech Recognition (ASR) models, achieving a test set average word error rate of 0.19. Created a three-class sentiment analysis model with a test score of 0.87 by building an audio classification system from scratch. Fine-tuned Named Entity Recognition (NER) models and automated data annotation pipelines to extract sensitive and important user information from audio and text, ensuring data security through encryption. Trained a masked language model for text gap filling using a unique dataset. Collaborated extensively with cross-functional teams to ensure project success.
Senior AI/ML Engineer at Dhamira
May 1, 2022 - Present
Architected and deployed AI/ML algorithms and models to solve complex business problems. Built end-to-end solutions with Large Language Models including OpenAI and custom models. Implemented Retrieval-Augmented Generation (RAG) pipelines leveraging LangChain with components such as Dataloaders, Ensemble Retrievers, Chaining, Memory, and Agents. Developed a chatbot using a custom-trained LLM on a specialized knowledge base. Improved system performance by 50% and reduced maintenance efforts by 75% through microservice architecture. Leveraged MLOps tools like MLflow and Apache Airflow to streamline the ML lifecycle. Collaborated with cross-functional teams and clients following Agile frameworks and project management tools like Hira and Trello.
Data Scientist at Devzhub
May 1, 2022 - September 4, 2025
Handled large-scale data analysis, cleansing, modeling, and testing. Delivered excellent results in ASR models achieving a word error rate averaging 0.19 on test sets. Developed a three-class sentiment analysis model with a high accuracy score of 0.87 by creating an audio classification system from the ground up. Fine-tuned named entity recognition (NER) models and automated data annotation pipelines for extracting user and sensitive information from text and audio, with encryption to ensure security. Trained masked language models using unique datasets. Collaborated extensively in cross-functional teams to ensure successful project delivery.
Senior AI/ML Engineer at Dhamira
May 1, 2022 - Present
Architected and deployed AI/ML algorithms and models to address complex business challenges, including building end-to-end solutions involving large language models like OpenAI and custom-trained LLMs. Implemented RAG pipelines with LangChain integrating Dataloaders, Ensemble Retrievers, and Agents. Developed chatbots using specialized knowledge bases and improved system performance by adopting microservice architecture that enhanced it by 50% while reducing maintenance efforts by 75%. Leveraged MLOps tools such as MLflow and Apache Airflow to streamline machine learning lifecycles and worked collaboratively with cross-functional teams using Agile and Scrum practices supported by project management tools such as Hira and Trello.
Senior Software Engineer at Devzhub
May 1, 2022 - August 18, 2025
Managed agile practices and sprint planning to boost team productivity. Addressed performance bottlenecks to reduce load times and improve application efficiency, enhancing user experience. Developed RESTful APIs for real-time chat applications using Node.js and Socket.io, integrated third-party APIs such as payment gateways and geolocation services. Maintained 99.9% uptime by implementing robust error handling and system monitoring.
Full Stack Engineer at Dhamira
May 1, 2022 - Present
Led software development cycles and guided cross-functional teams to achieve project goals. Improved system response times by 35% through optimized microservices deployment with Kubernetes. Enhanced organic traffic by 30% through server-side rendering implementation and reduced page load times by 40% by optimizing database queries. Partnered with UI/UX designers to deliver intuitive user interfaces and implemented AWS-based DevOps practices to secure and scale infrastructure.
Software Engineer at Tekbridg
February 1, 2020 - September 4, 2025
Worked on data preprocessing, data modeling, and machine learning approaches, extensively handling industrial numerical data to deliver significant results. Developed various platforms and apps using Python and Django. Migrated model endpoints to microservices leveraging AWS serverless stack, improving response time by 40% and reducing feature release time by 60%. Improved data acquisition and annotation strategies by developing a custom web scraper and creating the first data-class mapping diagram to assist annotators.
Software Engineer at Tekbridg
February 1, 2020 - September 4, 2025
Focused on data preprocessing, data modeling, and machine learning methods, extensively working with industrial numerical data to deliver impactful solutions. Worked on multiple platforms and applications built with Python and Django. Migrated model endpoints to microservices utilizing AWS serverless infrastructure, which resulted in a 40% improvement in response time and a 60% reduction in feature release time. Enhanced data acquisition and annotation strategies by developing a custom web scraper and creating the first data-class mapping diagram to assist annotators.
Software Engineer at Tekbridg
February 1, 2020 - August 18, 2025
Designed scalable and resilient architectures that fulfilled business needs while ensuring high quality standards. Developed and maintained REST APIs for a social networking platform, including implementing user authentication, authorization, and role-based access control. Deployed microservices on AWS ECS, achieving 99.99% uptime and focusing on solution availability and scalability.

Education

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Qualifications

Bachelors in Computer Science
January 1, 2015 - December 31, 2019
Bachelor’s degree in Computer Science
January 11, 2030 - August 18, 2025
Bachelor’s degree in Computer Science
January 11, 2030 - September 4, 2025
Bachelor’s degree in Computer Science
January 11, 2030 - September 4, 2025

Industry Experience

Software & Internet, Retail, Professional Services, Healthcare, Wholesale & Distribution, Education, Other