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
Similar Profiles
Shubham KumarShubham Kumar
Assistant Manager at Digital India CorporationAssistant Manager at Digital India Corporation
Ravi ChoudharyRavi Choudhary
Engineer at NTPC Ltd.Engineer at NTPC Ltd.
Ayush RAJnull Ayush RAJ
Relationship Manager at ICICI BANKRelationship Manager at ICICI BANK
Sidharth KumarSidharth Kumar
Business Development Executive at IV Green Energy (Solar EPC)Business Development Executive at IV Green Energy (Solar EPC)
Erin RudolphErin Rudolph
Committee Member at University of GuelphCommittee Member at University of Guelph