Freelance
Freelance Backend Developer and Machine Learning Engineer (Nov 2022 – Present)
Delivered backend API development, system analysis, and machine learning solutions for diverse client projects.
- Conducted thorough requirement analysis and validated user stories, translating business needs into technical specifications and actionable development plans.
- Built robust backend APIs and websites tailored to client needs.
- Applied machine learning techniques, developing Large Language Model (LLM) solutions for clients.
BodyBrainAI, San Francisco, CA, United States of America
Machine Learning and AI Intern (July 2023 – January 2024)
Worked in a highly motivated and fast-paced startup environment, taking on multiple responsibilities and working under tight deadlines to deliver innovative solutions driving both personal and professional growth.
Key achievements
- Developed and deployed machine learning models for categorization and information extraction from diverse medical documents.
- Utilized FastAPI, Paddle OCR, YOLO, Streamlit, MongoDB, Docker, and PyTorch to streamline development processes and optimize system performance.
- Detect anomalies in the document, extract abnormal data and provide automated recommendations based on the data.
- Leveraged OpenAI Vision and GPT models to increase system accuracy while reducing token usage by 40%, dramatically cutting costs.
- Conducting literature review and preparing detailed reports on findings and recommendations.
- Developed a system for text chunking and embedding generation for a Retrieval-Augmented Generation (RAG) system.
Livingston Research
Freelance Academic Tutor, Remote (April 2021 – June 2023)
Delivered tailored academic tutoring in Computer Science, Statistics, and Mathematics to a global clientele, consistently achieving high levels of client satisfaction.
- Successfully completed over 200 orders, providing personalized tutoring through both written instructions and interactive video calls.
- Achieved A+ level freelancer status by consistently delivering top-tier assistance, leading to strong client retention and repeat engagements, a testament to my commitment to quality and dedication to helping clients reach their academic goals.
- Enhanced my ability to adapt teaching methods to different learning styles, ensuring each client could overcome challenges and achieve success in their studies.