Pragati Kumari
Bihar
Summary
AI/ML researcher and software engineer specializing in NLP, Generative AI, and machine learning. Currently applying AI in healthcare and leading efforts in software development and test automation. Skilled in building production-ready ML models, deploying AI pipelines, and integrating data-driven solutions into scalable systems. Brings hands-on experience, performance optimization, and a research-informed development approach.
Overview
6
6
years of professional experience
1
1
Certification
Work History
COMMITTEE MEMBER
EasyChair
02.2024 - Current
- Program Committee for the Artifact Track of the 32nd IEEE International Requirements Engineering 2024 (RE 2024); reviewed research artifacts and articles for quality, relevance, and reproducibility.
RESEARCH SCHOLAR
IIIT Vadodara
01.2022 - 08.2024
- Applied Generative AI and NLP to automate software requirement elicitation and improve accountability.
- Integrated GenAI techniques with engineering tools to optimize requirement workflows and boost development efficiency.
PROJECT ASSOCIATE
IIIT Vadodara
10.2022 - 07.2024
- Led the end-to-end development of the ISRO-sponsored Safe Ship Navigation System, managing routing algorithms, system integration, and real-time data handling across mobile and web platforms.
- Conducted algorithmic optimization and testing while coordinating cross-functional teams, ensuring timely delivery and compliance with maritime safety standards.
- Wrote comprehensive technical documentation and performed literature-driven analysis to identify research gaps and deliver an innovative, weather-aware maritime solution.
TEACHING ASSISTANT
IIIT Vadodara
01.2022 - 12.2022
- Conducted DBMS and Software Engineering labs for BTech students, covering SQL, schema design, StarUML, Archi, and Selenium.
- Delivered hands-on training to enhance students’ practical skills in database systems and software modeling tools.
TECHNICAL MENTOR AND PROGRAM DEVELOPER
Women School of Entrepreneurship
01.2021 - 01.2022
- Delivered training in computer operations and e-commerce site management to build foundational tech skills.
- Empowered women entrepreneurs through hands-on experience with digital tools and business technologies.
MEAN STACK DEVELOPER
Avalanche Infotech Pvt. Ltd
12.2018 - 07.2019
- Developed frontend for GACC Automation using JavaScript, HTML, CSS, Bootstrap
- Managed data for 10,000+ students and deployed project
Education
Master of Technology - Information Architecture & Software Engineering
Devi Ahilya Vishwavidyalaya
05.2019
Bachelor of Engineering - Computer Science & Engineering
Lakshmi Narayan College of Technology
Indore, India05-2017
Skills
- Experience with generative AI applications
- NLP techniques expertise
- Skilled in utilizing Google Gemini
- Knowledgeable in large language model development
- Prompt Engineering
- Systematic testing procedures
- LangChain implementation skills
- Skilled in utilizing Anthropic Claude
Certification
- Training Programme on High Performance Computing and Deep Learning, C-DAC ACTS, Pune — 2022-05-01
- Fundamentals of Deep Learning, NVIDIA — 2022-02-01
- DevOps Beginners to Advanced with Projects, Udemy — 2024-11-01
- Generative AI Course, Google — 2024-02-01
- Getting Started with DevOps, SkillUp by Simplilearn — 2022-11-01
- Software Testing, NPTEL — 2022-10-01
- Complete Python Course: Learn Hands-On Practically, Udemy — 2020-04-01
Languages
English: Advanced (C1)
Advanced (C1)
Hindi: Bilingual or Proficient (C2)
Bilingual or Proficient (C2)
Hobbies and Interests
Blogging ( link: https://medium.com/@ProgressInParadox ), Writing, Reading
Accomplishments
- Collaborated with a team of 15 in the development of the Safe Ship Navigation project.
- Developed a Context-Aware Software system using A* Algorithm.
Awards
- First Position – Presentation Competition (Topic: Song & Poem), CH EdgeMakers
- Second Position – Biography Competition, CH EdgeMakers - Showcased research and storytelling abilities
- NSS Member – Devi Ahilya Vishwavidyalaya, completed 240 hours of community service and led a 7-day rural survey
Additional Information
Worked on two projects at Outlier: Hopper V2 and Vibrant Clownfish
Both focused on Prompt Engineering. Tasks included:
- Designing prompt structures
- Testing outputs for consistency and accuracy
- Testing outputs for consistency and accuracy
Timeline
COMMITTEE MEMBER
EasyChair
02.2024 - Current
PROJECT ASSOCIATE
IIIT Vadodara
10.2022 - 07.2024
RESEARCH SCHOLAR
IIIT Vadodara
01.2022 - 08.2024
TEACHING ASSISTANT
IIIT Vadodara
01.2022 - 12.2022
TECHNICAL MENTOR AND PROGRAM DEVELOPER
Women School of Entrepreneurship
01.2021 - 01.2022
MEAN STACK DEVELOPER
Avalanche Infotech Pvt. Ltd
12.2018 - 07.2019
Master of Technology - Information Architecture & Software Engineering
Devi Ahilya Vishwavidyalaya
Bachelor of Engineering - Computer Science & Engineering
Lakshmi Narayan College of Technology
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