Skilled Python Developer - Driving Innovative Solutions
Experienced Python developer skilled in web development, data analysis, automation, scripting, machine learning, and data science. Proficient in NumPy, Pandas, and PyTorch. Database management expertise in MySQL and PostgreSQL. An adaptable team player committed to continuous learning and delivering innovative solutions.
Favorite Python Packages:
TensorFlow and PyTorch: For deep learning and machine learning.
Pandas: For data manipulation and analysis.
Matplotlib and Seaborn: For data visualization and plotting.
NumPy: For numerical computing and array operations.
Django and Flask: For web development and creating web applications.
Senior Data Scientist
Machine Learning 1
- Multi-classification model for more than 1900+ classes
- Fraud detection models using computer vision which detected 300,000 frauds in one year
- Assisted in developing an MVP for GenAI startup that was voted as Top 10% in YC
- Implement deep learning models using popular frameworks like TensorFlow, PyTorch, or Keras, ensuring efficient and scalable solutions.
- Collaborate with cross-functional teams to understand project requirements and translate them into technical solutions, ensuring alignment with business objectives.
- Lead and mentored 40+ members, providing guidance, support, and knowledge transfer on deep learning techniques, best practices, and project execution.
- Developed 20 microservices for Facia.ai:
- Face Verification, Face Liveness, Facial Landmark Detection, Gender and Age Estimation.
- Facial Expression Recognition, Face Similarity, Face Morphing Detection, Face Mask Detection.
- Face Recognition, Face Tracking, Face Attribute Analysis, Face Beautification, and more.
- Ibeta level 1 certificate (0 % error rate).
- Deep learning algorithms, computer vision techniques, and machine learning models.
- Integration with existing systems for seamless authentication, security, and personalized experiences.
- Applications in various domains such as access control, surveillance, marketing, and virtual reality.
- Serves over 200+ different nationalities:
- Face analytics dashboard for visualizations and data-driven insights.
- Support for face-related tasks like pose estimation, super-resolution, and 3D reconstruction.
- Enhanced privacy through face de-identification and quality assessment for biometric systems.
- Worked on recordme.ai, an AI-based document processing system:
- Developed various features and functionalities to automate document processing tasks.
- Implemented advanced Natural Language Processing (NLP) techniques for invoice processing.
- Contributed to the system's efficiency, accuracy, and overall performance.
- Invoice processing using different NLP techniques:
- Leveraged NLP algorithms to extract relevant information from invoices, such as vendor details, line items, and total amounts.
- Utilized techniques like named entity recognition, text classification, and information extraction to identify and extract invoice data.
- Applied machine learning models to improve the system's ability to accurately process invoices from diverse sources.
- Streamlined document processing and improved efficiency:
- Integrated the AI-based system with existing workflows, reducing manual effort and human errors.
- Enhanced data extraction capabilities, enabling faster and more accurate processing of invoices.
- Supported automation of invoice verification, data entry, and financial analysis, improving overall productivity.
Data Science Intern
- Familiarity with the Agile development process.
- Action-oriented with strong analytical and problem-solving skills. •Assist full-time researchers with various projects.
- Experience with algorithm design, prototyping, and data-driven experimentation.
- Support findings with detailed analysis and simulations.
Artificial Intelligence, Big Data, Data Science, Hadoop, Machine Learning, MySQL, Natural Language Processing, NumPy, Pandas, PostgreSQL, PyTorch, TensorFlow