Hussam Haq
Data Scientist/Python Developer
Islamabad
Summary
Data scientist experienced in creating custom ETL pipelines in Python. Skilled in using classical machine learning algorithms and developing neural networks to make meaningful predictions on tabular and image-based data. Capable of deploying ML models using simple web apps. Moreover, proficient in using data reporting tools such as MS Power BI and Tableau.
Overview
7
7
years of professional experience
Work History
Backend Developer (Remote)
Adler Inc.
Seoul
07.2023 - Current
- Designed and implemented robust backend services for the 3D social networking web application using FastAPI, ensuring scalable and efficient performance.
- Collaborated with front-end developers to establish seamless integration and functionality, creating a cohesive user experience.
- Implemented security measures and authentication protocols to safeguard user data and privacy.
- Worked on database design and integration, optimizing queries and managing data flow within the application.
Machine Learning Engineer (Remote)
Drug Comparison Inc.
Fareham
01.2023 - Current
- Trained and deployed custom language models such as BERT, utilizing them to extract meaningful insights and drive decision-making processes.
- Developed automation tasks for parsing data out of PDFs, enhancing the efficiency of data extraction and preprocessing workflows.
- Designed and implemented general-purpose APIs to cater to other developers' requests, ensuring compatibility and ease of integration.
- Collaborated closely with cross-functional teams to understand requirements and translate them into effective ML solutions and automation strategies.
Freelance ML Engineer
Fiverr, Upwork
01.2020 - Current
- Provided end-to-end machine learning services to global clients, specializing in handling tabular, image, and text data.
- Designed and implemented custom models tailored to specific client needs, delivering accurate predictions and actionable insights.
- Employed a variety of machine learning algorithms and deep learning architectures, including CNNs for image data and NLP techniques for text analysis.
- Managed the entire project lifecycle, from initial consultation and data preprocessing to model training, validation, and deployment.
- Collaborated closely with clients to understand their unique requirements and constraints, ensuring alignment with business objectives.
- Developed intuitive and user-friendly interfaces for model interaction, enabling clients to easily utilize and interpret the generated results.
Data Analyst/System Analyst
Zem Builders
Islamabad
01.2022 - 01.2023
- Designed and normalized a SQL Server database to maintain cross-departmental data
- Used an ERP-powered data warehouse to direct query a database and setup a reporting server to generate on-premise real-time dashboards
- Developed cross-departmental (Sales, HR, Operations) KPIs dashboards for the executive office
- Trained and deployed ML models for sales predictions
- Devised and implemented a data-driven monitoring and evaluation system for the digital sales department resulting in a 95.2% average increase in sales to-date
- Developed a sales lead generator using a web crawler in collaboration with the qualification and marketing department yielding a 20% lead conversion rate
- Developed an in-house web app for the company to send batch emails to the employees
Education
Bachelor of Science - Mechanical Engineering
School of Mechanical And Manufacturing Engineering
Islamabad 09.2012 - 06.2016
Skills
Python
JavaScript
TypeScript
SQL
GitHub
Jira
Timeline
Backend Developer (Remote)
Adler Inc.
07.2023 - Current
Machine Learning Engineer (Remote)
Drug Comparison Inc.
01.2023 - Current
Data Analyst/System Analyst
Zem Builders
01.2022 - 01.2023
Freelance ML Engineer
Fiverr, Upwork
01.2020 - Current
Bachelor of Science - Mechanical Engineering
School of Mechanical And Manufacturing Engineering
09.2012 - 06.2016