AHMED IMAD
Data Scientist | Data Analyst
Doha
Summary
Passionate data scientist with extensive experience in NLP, Computer Vision, and NIR spectroscopy. Dedicated to developing data-driven solutions. Seeking a challenging position to apply my expertise and drive impactful outcomes.
Overview
5
5
years of professional experience
5
5
years of post-secondary education
2
2
Certifications
2
2
Languages
Work History
Data Scientist
VeracityAI(PVT)LTD
Colombo
12.2019 - 01.2023
- Led and managed an NLP team in the successful development of a chatbot application using the Botpress framework, driving efficient and effective customer engagement.
- Designed and implemented an automated data collection pipeline encompassing data cleaning and exploratory data analysis (EDA), improving data quality and enabling insightful decision-making.
- Led a project focused on NIR spectroscopy, applying various machine learning models and implementing rigorous model evaluation criteria to ensure accurate predictions and reliable insights.
- Undertook a project management role, leveraging project management tools such as JIRA and Asana to coordinate resources, track progress, and ensure timely project delivery.
- Developed interactive data visualization dashboards to analyze and visualize key performance indicators, enabling effective monitoring of data collection processes and providing comprehensive insights into ML model performance.
- Demonstrated leadership in a project within the legal domain, spearheading the testing and implementation of multiple deep learning NLP techniques, contributing to enhanced language understanding and automated text analysis capabilities.
Data Scientist Trainee
SAKS(PVT)LTD
Colombo
12.2018 - 12.2019
- Developed and implemented data visualization graphics to effectively communicate insights from complex data sets, enabling stakeholders to understand and make informed decisions.
- Managed client interactions and project timelines, ensuring timely delivery of projects and maintaining a high level of client satisfaction.
- Collaborated closely with business partners to gain a deep understanding of their objectives, aligning data science efforts with business goals.
- Utilized supervised and unsupervised learning techniques to identify, analyze, and interpret trends within complex data sets, extracting valuable insights to drive business strategies.
- Conducted advanced data extraction and manipulation, transforming raw data from diverse sources into a consistent and structured format for analysis.
- Designed and implemented software programs, algorithms, and automated processes to cleanse and evaluate large datasets.
Software Engineer
Talliance (PVT)LTD
Colombo
06.2018 - 12.2018
- Developed and customized Magento e-commerce websites by translating customer requirements into actionable solutions.
- Wrote clean, optimized, and maintainable code using PHP, HTML, and CSS to ensure efficient website functionality.
- Created and modified Magento themes, modules, and extensions to enhance website design and functionality.
- Collaborated with software development and testing team members to design and develop robust solutions that met client requirements for functionality, scalability, and performance.
- Reviewed project specifications and devised technology solutions that surpassed performance expectations.
- Troubleshot and debugged website issues and errors to ensure smooth operation and optimal user experience.
- Performed website maintenance, upgrades, and enhancements to keep up with evolving technologies and industry standards.
- Collaborated closely with designers, project managers, and developers to ensure the timely and high-quality delivery of projects.
- Provided technical guidance and support to clients and stakeholders, offering expertise in navigating technical challenges and optimizing website performance.
Education
B.Sc In Computer Science -
University Of Jaffna
Sri Lanka 05.2013 - 07.2018
Skills
PROGRAMMING & VERSION CONTROL
Python, R, Gitlab, GitHub
Gensim, NLTK, BERT, SpaCy, Word2Vec
DATA ANALYSIS
Statistical Analysis, EDA
DEVELOPMENT ENVIRONMENTS & TOOLS
Jupyter Notebook, Colab, VS code
DATA VISUALIZATION
Matplotlib, Plotly Dash, Seaborn, Tableau
DATA MANUPULATION & ANALYSIS
Pandas, SQL, MongoDB
MACHINE LEARNING & DEEP LEARNING
NLP, Keras, Huggingface, Scikit-learn
Certification
Fundamentals Of Data Science | University Of Colombo | Sri Lanka
Accomplishments
- Project Spectrify @ VeracityAI Pvt(Ltd) | http://spectrifyai.com
- Successfully led the Spectrify project employing NIR spectroscopy to identify the distinct chemical compositions and attributes of Sri Lankan tea. This initiative aimed to enhance product quality and consumer appeal, resulting in tangible improvements in the tea industry.
- Project WENN @ VeracityAI Pvt(Ltd) | http://wenn.no
- Collaborated on a computer vision project focused on an automated insurance claim system that utilizes AI- powered damage detection and part detection to accurately and efficiently analyze images of damaged vehicles
- Project AITutor @ VeracityAI Pvt(Ltd) | http://educateAI.com
- Contributed as associate data scientist to the development of an online interactive learning platform for accounting, using NLP and RASA conversational platform, resulting in improved engagement and learning outcomes for students
- Collaborated on the design and development of the conversational interface using RASA and assisted with NLP integration
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote
Try not to become a man of success. Rather become a man of value.
Albert Einstein
Timeline
Natural Language Engineering | University Of Moratuwa Sri Lanka
02-2020
Data Scientist
VeracityAI(PVT)LTD
12.2019 - 01.2023
Fundamentals Of Data Science | University Of Colombo | Sri Lanka
02-2019
Data Scientist Trainee
SAKS(PVT)LTD
12.2018 - 12.2019
Software Engineer
Talliance (PVT)LTD
06.2018 - 12.2018
B.Sc In Computer Science -
University Of Jaffna
05.2013 - 07.2018