Sefali Diwan

Operations Associate

Noida, Uttar Pradesh, India3 yrs 11 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • Expert in AI-driven automation and data solutions.
  • Proven track record in FinTech and Healthcare sectors.
  • Skilled in developing scalable and secure systems.
Stackforce AI infers this person is a skilled professional in FinTech and Healthcare, specializing in AI and data-driven automation.

Contact

Skills

Core Skills

Data ScienceData ExtractionPythonMachine LearningData Analysis

Other Skills

Python (Programming Language)Generative AIPrompt EngineeringAmazon Web Services (AWS)Natural Language Processing (NLP)StatisticsSQL Server Analysis Services (SSAS)8085 microcontroller knowledge

About

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.

Experience

3 yrs 11 mos
Total Experience
3 yrs 11 mos
Average Tenure
3 yrs 11 mos
Current Experience

Exl

3 roles

Assistant Manager

Aug 2025Present · 9 mos · Noida, Uttar Pradesh, India

Data ExtractionData Science

Senior Executive

Promoted

Jul 2023Aug 2025 · 2 yrs 1 mo · Noida, Uttar Pradesh, India

Python (Programming Language)Machine LearningPython

Reporting Analyst

May 2022Jun 2023 · 1 yr 1 mo · Noida, Uttar Pradesh, India

Python (Programming Language)Machine LearningPython

Education

Chitkara University

Bachelor's degree — Electrical and Electronics Engineering

Jan 2018Jan 2022

Jindal Vidya Mandir

12th — Non-medical

Jan 2017Jan 2018

Jindal Vidya Mandir

10th — Science

Jan 2015Jan 2016

Stackforce found 100+ more professionals with Data Science & Data Extraction

Explore similar profiles based on matching skills and experience