Sefali Diwan — Operations Associate
I am a tech professional with expertise in delivering solutions in Healthcare and FinTech, focusing on data-driven automation, process optimization, and AI-enabled insights. I have a track record of developing scalable, efficient, and secure systems tailored to industry-specific workflows and compliance needs. With over 3 years of experience in Python programming, I excel in data extraction and intelligent automation. I leverage technologies like YOLOv5 for object detection, Generative AI for entity classification, and Qwen models for advanced data retrieval. I have developed a General Ledger prediction module using machine learning algorithms and created solutions for fraud detection in vendor invoices. Beyond my technical skills, I bring strong delivery and operational capabilities. I have managed end-to-end functional demos, UAT-phase deliverables, and production code deployment on AWS EC2. I am proficient in creating FastAPI services, configuring Nginx, managing Secrets Manager, and building Lambda-based ETL pipelines. I am adept at using SQL for queries within Python workflows and collaborating with cross-functional teams to ensure project success. I am currently open to roles where I can contribute to impactful AI, automation, and data-driven solutions.
Stackforce AI infers this person is a skilled professional in FinTech and Healthcare, specializing in AI and data-driven automation.
Location: Noida, Uttar Pradesh, India
Experience: 3 yrs 11 mos
Skills
- Data Science
- Data Extraction
- Python
- Machine Learning
- Data Analysis
Career Highlights
- Expert in AI-driven automation and data solutions.
- Proven track record in FinTech and Healthcare sectors.
- Skilled in developing scalable and secure systems.
Work Experience
EXL
Assistant Manager (9 mos)
Senior Executive (2 yrs 1 mo)
Reporting Analyst (1 yr 1 mo)
Education
Bachelor's degree at Chitkara University
12th at Jindal Vidya Mandir
10th at Jindal Vidya Mandir