I am Farhan Azmi, a passionate software engineering student specializing in Information and Communications Technology with a focus on Software Engineering. I have experience in AI, data science, and software development, actively working on projects involving machine learning, natural language processing, and geospatial analytics. Currently, I am enhancing my skills through internships and research roles where I build impactful AI-powered systems and applications. I enjoy collaborating with both technical and non-technical stakeholders to translate business requirements into technical solutions. Winning the National AI Student Challenge has fueled my enthusiasm for AI innovation and developing solutions that improve communication and data management. I aspire to continue growing as an AI engineer and contribute to cutting-edge technology advancements in software engineering.

Farhan Azmi

I am Farhan Azmi, a passionate software engineering student specializing in Information and Communications Technology with a focus on Software Engineering. I have experience in AI, data science, and software development, actively working on projects involving machine learning, natural language processing, and geospatial analytics. Currently, I am enhancing my skills through internships and research roles where I build impactful AI-powered systems and applications. I enjoy collaborating with both technical and non-technical stakeholders to translate business requirements into technical solutions. Winning the National AI Student Challenge has fueled my enthusiasm for AI innovation and developing solutions that improve communication and data management. I aspire to continue growing as an AI engineer and contribute to cutting-edge technology advancements in software engineering.

Available to hire

I am Farhan Azmi, a passionate software engineering student specializing in Information and Communications Technology with a focus on Software Engineering. I have experience in AI, data science, and software development, actively working on projects involving machine learning, natural language processing, and geospatial analytics. Currently, I am enhancing my skills through internships and research roles where I build impactful AI-powered systems and applications.

I enjoy collaborating with both technical and non-technical stakeholders to translate business requirements into technical solutions. Winning the National AI Student Challenge has fueled my enthusiasm for AI innovation and developing solutions that improve communication and data management. I aspire to continue growing as an AI engineer and contribute to cutting-edge technology advancements in software engineering.

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Experience Level

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

Student Researcher – Speech and Language Processing at Singapore Institute of Technology
June 1, 2025 - August 29, 2025
Led research for a paper accepted at the 2025 IALP conference addressing the detection of personally identifiable information (PII) in noisy ASR transcripts. Developed a pipeline leveraging LLM-based ASR error correction and PII tagging with advanced prompt strategies, achieving a 78% relative macro-F1 improvement over baseline models using Chain-of-Thought methods.
Data Science and Engineering Intern at GetGo Technologies Pte. Ltd.
May 1, 2025 - Present
Designed and implemented a fleet placement optimisation system using historical demand data, greedy algorithms, and geospatial visualisations to optimize vehicle allocation for revenue maximization. Utilized PySpark and Spark SQL on Databricks to process large-scale data sets. Deployed the solution on Databricks for stakeholder testing and iteratively refined it to align with business needs.
AI Engineer Intern at AI Singapore
December 1, 2024 - August 29, 2025
Built an end-to-end Retrieval-Augmentation Generation (RAG) system to improve factual query responses. Developed efficient data ingestion and query pipelines. Researched and implemented LLM-as-a-judge evaluation techniques, producing a human-aligned dataset that achieved 81% contextual precision. Benchmarked vector databases for throughput and latency performance.
AI Student Engineer (Industry Project) at Singapore Institute of Technology | National University Health Systems
November 1, 2024 - August 29, 2025
Developed an AI-powered chatbot mobile app to aid speech disorder patients. Adapted a Whisper speech recognition model via supervised fine-tuning, improving WER by 7.7% and inference speed by 5x for atypical Singaporean English. Deployed the model using FastAPI on Vast.ai GPUs and integrated backend services with frontend React Native. Published research in the IWPR conference on aphasia therapy systems.
Process Mining Intern at Krones AG
July 1, 2023 - August 29, 2025
Created interactive dashboards for identifying process bottlenecks using complex SQL queries to transform internal data into actionable insights, enhancing process transparency and efficiency.

Education

BEng. (Hons.) Information and Communications Technology (Software Engineering) at Singapore Institute of Technology
August 1, 2022 - January 1, 2026

Qualifications

SG Digital Young Leader
January 11, 2030 - August 29, 2025
1st Prize National AI Student Challenge Singapore
January 1, 2024 - August 29, 2025

Industry Experience

Software & Internet, Healthcare, Education, Transportation & Logistics, Professional Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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