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Daniyal Khaliq

@daniyalkhaliq

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Principal Software Engineer specializing in Data and Machine Learning.

Pakistan

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What I'm looking for

I seek a dynamic role in a forward-thinking company that values innovation and offers opportunities for professional growth.

I am a Principal Software Engineer with a strong focus on Data and Machine Learning, bringing over a decade of experience across various domains. My journey has equipped me with a unique blend of skills in software and API design, code architecture, and data flow optimization. I thrive on creating innovative data solutions and implementing new research-driven methodologies to enhance data quality and analytics.

Throughout my career, I have successfully led teams in developing machine learning models, optimizing cloud resource usage, and mentoring peers in both technical and non-technical sessions. My work includes predictive modeling for vehicle insurance claims, image analysis for car damage classification, and automating financial processes. I am passionate about leveraging technology to extract meaningful insights from data and drive business value.

With experience in leading data science teams and a solid foundation in software development, I am eager to continue pushing the boundaries of what is possible in the data analytics space. My goal is to contribute to projects that challenge the status quo and foster a culture of innovation and collaboration.

Experience

Work history, roles, and key accomplishments

Principal Software Engineer - Data & ML

Dubizzle Group | OLX | Bayut.Com Pakistan

May 2021 - May 2021 (0 months)

Led the design and architecture of software and APIs, optimizing cloud resource usage through parallelization and maintaining code quality via code reviews and GitHub Actions. Implemented ML Ops with MLFlow for experimentation and artifact tracking, developed new research-based data solutions, and performed data quality checks.

Cloud Optimization MLFlow Data Quality Mentoring

Senior Data Scientist

TPL Corporation

Jun 2019 - May 2021 (1 year 11 months)

Developed predictive models for vehicle insurance claims and classified car damage severity using image analysis. Implemented cell phone object detection and scratch classification, along with Chain Ladder and IBNR claims modeling. Managed data annotation, augmentation, pipeline creation, and model deployment using Docker and Streamlit.

Predictive Analysis Object Detection Data Annotation Docker Streamlit Computer Vision

Machine Learning Expert

Arpatech (Pvt.) Ltd.

Feb 2018 - Jun 2019 (1 year 4 months)

Led the Data Science Development Team, focusing on Python Machine Learning Stack and Data Engineering workflows. Managed projects including lost sales estimation, data visualizations, univariate time series model implementations, and product demand forecasting. Developed and deployed models using Flask as a REST API on Heroku Cloud and in-house platforms.

Data Science Python Machine Learning Data Engineering Time Series Flask REST APIs Heroku Genetic Algorithms

Lead Senior Developer

10Pearls

Aug 2015 - Feb 2018 (2 years 6 months)

Managed projects, scheduling, and upgrades for HRMS software, including the addition of new features. Worked with the core Docker Development Team on GO Lang for virtualization. Contributed to the Tele Health MIS project.

Project Management HR Software Virtualization Docker Tele Health MIS

Data Science Consultant & NLP Developer

WireStorm Innovations & John Snow Labs

Nov 2014 - Jan 2016 (1 year 2 months)

Provided beginner to intermediate level data science and predictive analytics training and consultancy using Python and KNIME Analytics. Developed solutions for location-based social networks and friend recommendations. Applied predictive analytics, clustering algorithms, visualizations, regression analysis, and rule mining, including text analysis.

Data Science Predictive Analytics Python KNIME Clustering NLP

Software Developer

TRG Tech (@Afinity.Com)

Sep 2013 - Nov 2014 (1 year 2 months)

Developed a business telephone number filtering system and extended functionality for parallel reading/writing of client and country demographic data. Created a web-service stress test utility. Managed day-to-day tasks and resolved issues reported by various clients.

Data Processing Client Services Troubleshooting C#