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Usman Aslam

@usmanaslam

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Results-driven AI/ML Engineer with 7+ years of experience.

United Kingdom

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What I'm looking for

I am looking for a role that fosters innovation, offers growth opportunities, and values collaboration in AI development.

I am a results-driven AI/ML Engineer with over 7 years of experience specializing in Natural Language Processing (NLP), Speech Processing, and Computer Vision. My journey has been marked by a proven track record of developing and deploying AI models that not only meet but exceed performance expectations. I have successfully optimized backend infrastructure and integrated advanced AI frameworks into production systems, enhancing efficiency and accuracy.

Throughout my career, I have achieved significant milestones, such as reducing processing time by 40% and improving model accuracy by 25% through meticulous fine-tuning and optimization techniques. My expertise in tools like FastAPI, Flask, and various AWS services has enabled me to build scalable AI-driven solutions that handle millions of queries monthly. I am passionate about leveraging AI to solve complex problems and drive innovation in technology.

Experience

Work history, roles, and key accomplishments

Current

Senior AI/ML Engineer

Current

Pixolat

Apr 2021 - Present (4 years 4 months)

Developed and deployed NLP models for text analysis and sentiment classification, improving accuracy by 30%. Optimized speech recognition systems, reducing error rates by 25% using Whisper, Wav2Vec2, and TTS. Designed Retrieval-Augmented Generation (RAG) pipelines, enhancing search relevance by 35%.

NLP Speech Recognition RAG fastAPI Vector Databases AWS Lambda LLMs)

AI/ML Engineer

USITHUB

Jun 2019 - Feb 2021 (1 year 8 months)

Built and fine-tuned custom LLMs for chatbot applications, increasing user engagement by 40%. Developed AI-powered automation tools, reducing data extraction time by 60%. Integrated vision models for 3D image reconstruction, improving feature detection precision by 25%.

LLMs)Automation NLP OpenCV

AI Research Engineer

Safety Connect

Feb 2017 - May 2019 (2 years 3 months)

Engineered NLP and speech processing models for enterprise applications, boosting text classification accuracy by 20%. Developed custom embeddings for semantic search, reducing retrieval time by 45%. Designed AI-powered bots, increasing automation efficiency by 50%.

NLP Semantic Search Cloud Services

Python Developer

Apex Solutions

Jan 2016 - Jan 2017 (1 year)

Developed scalable Django web applications, ensuring 99% client satisfaction. Built front-end components with HTML, CSS, JavaScript, improving user experience. Optimized ETL pipelines for seamless data migration.

Django HTML CSS JavaScript ETL MySQL MongoDB

Education

Degrees, certifications, and relevant coursework

Unknown University

Bachelor of Science, Computer Science

2012 - 2016

Studied the fundamentals of computer science, gaining a strong foundation in programming, algorithms, and data structures. Completed coursework relevant to modern software development and problem-solving.