Aakash Kumar
@aakashkumar4
Senior Data Scientist specializing in machine learning and AI solutions.
What I'm looking for
As a Senior Data Scientist at Arya.ai, I have architected innovative solutions for the finance industry, including a comprehensive Cash Flow Forecasting and Credit Assessment System. My work integrates multiple data sources and machine learning pipelines, ensuring that our systems not only meet but exceed industry standards through MLOps best practices. I take pride in delivering measurable business value by implementing algorithmic decision-making tools and managing the entire model lifecycle from development to production deployment.
My experience extends to developing advanced AI models, such as the Qwen vision language model for automated invoice extraction and fine-tuning Mistral-7B-Instruct for financial risk classification. I have successfully deployed containerized APIs for real-time document verification, achieving a remarkable 95% accuracy. My leadership in transforming the APEX API Marketplace has been pivotal in enhancing our FinTech platform's capabilities, ensuring that we provide scalable solutions to global financial institutions.
With a solid foundation in data science and a Bachelor of Technology in Data Science, I am passionate about leveraging emerging technologies to solve real-world business challenges. I thrive in collaborative environments, mentoring teams, and driving projects that harness the power of machine learning to deliver impactful results.
Experience
Work history, roles, and key accomplishments
Senior Data Scientist
Arya.ai
Aug 2021 - Present (3 years 11 months)
Architected and deployed an end-to-end Cash Flow Forecasting and Credit Assessment System for a global investment bank, integrating multiple data sources and ML pipelines with MLOps best practices. Developed and deployed a Qwen vision language model for automated invoice extraction on-premises, implementing a multimodal AI system that processes financial documents with high accuracy.
Business Analyst (Intern)
Quantiphi
Apr 2021 - Aug 2021 (4 months)
Developed machine learning solutions using PyTorch for diverse industry applications, effectively communicating technical concepts to both technical and non-technical stakeholders. Built production-grade ML workloads on cloud platforms, applying data science best practices and optimization methodologies.
Data Scientist (Intern)
Technokart Consultancy Services
May 2020 - Mar 2021 (10 months)
Implemented machine learning pipelines for customer data analysis using pandas and scikit-learn, enhancing customer engagement and business value through data-driven insights. Contributed to ML system architecture leveraging computer vision and NLP techniques to solve industry-specific problems.
Education
Degrees, certifications, and relevant coursework
NMIMS’ MPSTME
Bachelor of Technology, Data Science
Grade: 3.47/4
Studied Data Science, covering Computer Science, Statistics, Engineering, Machine Learning, Deep Learning, Natural Language Processing, and Operations Research. Achieved a CGPA of 3.47/4.
Availability
Location
Authorized to work in
Job categories
Interested in hiring Aakash?
You can contact Aakash and 90k+ other talented remote workers on Himalayas.
Message AakashFind your dream job
Sign up now and join over 100,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
