Who is Syed M.? Overview
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Syed M. is listed as Founding Engineer at convoa, based in Karāchi, Sindh, Pakistan. AeroLeads shows a matched LinkedIn profile for Syed M..
Syed M. previously worked as Data Scientist at Dataquartz and Data Scientist at Seeloz. Syed M. holds Master Of Science - Ms, Computer Science from Institute Of Business Administration.
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Email format at convoa
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convoa
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Profile bio
About Syed M.
As a dedicated Data Scientist, I specialize in harnessing the power of machine learning, data mining, and Python to revolutionize agent-caller pairing strategies for clients, ultimately driving remarkable conversion rates and substantial revenue growth. My expertise extends to refactoring modeling pipelines using object-oriented programming principles, which has resulted in an impressive 10x enhancement in runtime performance. Additionally, I introduced innovative LightGBM clustering techniques to establish caller clusters, thereby significantly enhancing operational efficiency and elevating customer satisfaction levels. My proficiency extends to leveraging FastAPI to develop seamless APIs that seamlessly integrate with our AI framework, enabling efficient client communication and facilitating the execution of the entire AI pipeline.Currently pursuing my Master of Science in Computer Science at the Institute of Business Administration, I am committed to further expanding my knowledge and skills in AI, NLP, Software Engineering, Advanced Analytics, and Software Project Management.With prior experience as a Data Scientist at Seeloz and a Machine Learning Engineer at AI Systems, I have collaborated within dynamic teams to optimize inventory levels, demand forecasting, and supply chain operations for international clients across diverse sectors. Leveraging cutting-edge models and tools including LSTM, XGBoost, deep reinforcement learning, and process mining (utilizing Celonis), I have achieved remarkable outcomes such as a 25% reduction in overall inventory, a 90% forecast accuracy at SKU level, and a remarkable 60% reduction in turnaround time.Driven by a passion for unraveling complex business challenges through data science, I am always eager to connect with like-minded professionals who share my enthusiasm for innovation and problem-solving. Let's connect and explore potential opportunities for collaboration and growth.
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9 roles
Syed M. work experience
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Data Scientist
Current- Optimized agent-caller pairing for clients, maximizing conversion rates and driving revenue growth.
- Refactored modelling pipeline using object-oriented programming (OOP) principles, resulting in a 10x improvement in runtime performance
- Introduced LighGBM clustering techniques to create caller clusters, improving operational efficiency and customer satisfaction
Jan 2023 - Present
Data Scientist
- Collaborated in teams to optimize inventory levels for international clients, leveraging deep reinforcement learning models (e.g., DQN) and traditional models (ROP, TPOP)
- Led the development of a pipeline enabling parallel model execution and evaluation, significantly improving model selection and deployment efficiency
- Achieved a 25% reduction in overall inventory for an automotive parts client, optimizing supply chain operations and reducing costs
Mar 2022 - Jan 2023
Machine Learning Engineer
- Developed machine learning pipelines using state-of-the-art models (LGBM, XGBoost, AdaBoost, LSTM, K-Means) for accurate demand forecasting at SKU level in the FMCG and Retail sectors
- Attained exceptional forecast accuracy of over 90% at the SKU level, providing valuable insights for inventory management and revenue optimization
- Utilized Python and Celonis to analyze data and optimize the Purchase-to-Pay (P2P) process, resulting in improved operational efficiency and cost savings
- Streamlined Python code, reducing turnaround time by 60% through efficient utilization of built-in libraries and functions
Jul 2021 - Mar 2022
Growth Manager
- Successfully secured and managed partnerships with multiple sponsors, contributing to the financial sustainability and growth of Formula Electric Racing - NUST
- Led the business plan team, achieving an impressive 4th position in FSUK 2020, marking a historic milestone as the first-ever South Asian team to attain such recognition
- Implemented strategic and engaging campaigns to raise awareness about electric vehicles and promote climate action, driving increased public interest and engagement
- Developed and executed thoughtful initiatives and collaborations to foster partnerships with key stakeholders, creating a positive impact on sustainability and environmental consciousness
Aug 2020 - Jul 2021
Marketing Director
Oct 2019 - Aug 2020
Marketing Executive
Sep 2018 - Oct 2019
Technical Intern
Aug 2020 - Oct 2020
Intern
- Conducted research and designed operations and maintenance manuals for company clients
- Planned and executed climate and solar literacy programs in schools and colleges, promoting renewable energy awareness
Jul 2019 - Aug 2019
3 education records
Syed M. education
Master Of Science - Ms, Computer Science
Bachelor Of Engineering - Be, Electrical And Electronics Engineering, 3.69 Cgpa
A-Levels
Hala International School
FAQ
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What company does Syed M. work for?
Syed M. works for convoa.
What is Syed M.'s role at convoa?
Syed M. is listed as Founding Engineer at convoa.
Where is Syed M. based?
Syed M. is based in Karāchi, Sindh, Pakistan while working with convoa.
What companies has Syed M. worked for?
Syed M. has worked for Convoa, Dataquartz, Seeloz, Ai Systems, and Formula Electric Racing - Nust.
How can I contact Syed M.?
You can use AeroLeads to view verified contact signals for Syed M. at convoa, including work email, phone, and LinkedIn data when available.
What schools did Syed M. attend?
Syed M. holds Master Of Science - Ms, Computer Science from Institute Of Business Administration.
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