Vaishnavi Gude
Summary
Backend Developer with experience designing and developing scalable systems using Django and REST APIs. Built real-time interview systems using WebRTC and automated job posting workflows via API integration. Also experienced in integrating AI models into production systems for intelligent automation.
Overview
1
1
year of professional experience
Work History
Associate Analyst
Mgs technology pvt ltd
Pune
06.2025 - Current
- AI-Based Interview System (WebRTC + Django)
- Developed a real-time interview platform using WebRTC for seamless video/audio communication between candidates and recruiters
- Built backend services using Django to manage interview sessions, user authentication, and data handling
- Designed scalable APIs for session control, candidate evaluation, and interview scheduling
- Integrated real-time communication with backend logic to ensure low latency and smooth user experience
- Improved system reliability and reduced interview setup time through optimized signaling and connection handling
- LinkedIn Job Posting Automation (API Integration)
- Integrated LinkedIn APIs to enable automated job posting directly from the platform
- Built REST APIs for job creation, scheduling, and publishing workflows
- Designed structured job payloads to align with LinkedIn posting requirements
- Reduced manual effort in job publishing by automating end-to-end posting process
- Ensured secure API communication using authentication and token management.
- Resume–Job Description Matching Model (ATS Scoring System)
- Built an AI-based scoring system to evaluate resume relevance against job descriptions
- Implemented a hybrid approach combining semantic similarity + rule-based ATS logic
- Extracted key features such as skills, experience, and job titles for accurate matching
- Improved scoring accuracy by addressing edge cases like experience mismatch and keyword gaps
- Designed modular pipelines for resume parsing, feature extraction, and scoring.
Education
Bachelor of Technology - Computer Science and engineering
MIT College Of Railway Engineering and Research
Barshi, Maharashtra05.2025
Diploma - Computer Engineering
Government Residential Women's Polytechnic
Maharashtra, India07.2022
Class X - State Board
Dnyaneshwar High School
Maharashtra, India06.2019
Skills
- Python
- SQL
- JavaScript
- HTML
- CSS
- Flask
- LangChain
- Bootstrap
- Python
- Django
- WebRTC
- REST APIs
- NLP
- Transformers (BERT)
- Machine Learning
- JSON
- Token-based Authentication
- OpenCV
- LLM
- NLP
- Machine Learning
- Deep Learning
- Power BI
- MySQL
- SQLite
- MongoDB
- Vector DB
- Git
- GitHub
- Maven
Websites
Projects
Innovating Rural Education for Sustainable Development, Designed and implemented a system to improve rural education using innovative ideas and sustainable solutions, ensuring better learning opportunities for children in underserved areas., Python, React.js, HTML, CSS, Bootstrap, MySQL Facial Recognition Attendance System, Developed a system to recognize faces of students and take their attendance by reducing the time to give attendance by using traditional methods., Python, OpenCV, SQLite, Machine Learning Simple Email Classifier and Summarizer, Train a basic text classification model to classify incoming emails into categories (e.g., 'Urgent,' 'Information,' 'Spam' - focus on just 2-3 categories for simplicity)., Lang Chain, Machine Learning
Roles And Achievements
- SPACE Committee Member - Contributed to technical and organizational events.
- Software Testing Training - Besant Technologies
- Artificial Intelligence A-Z - Udemy
- Participated in National Level hackathon
- Got selected in Skill IT Academy as an intern - Pune
- Selected at QSpider Pune for training and placement
- Selected for Data Science Course by IIT Guwahati
Languages
English
Advanced
C1
Timeline
Associate Analyst
Mgs technology pvt ltd
06.2025 - Current
Bachelor of Technology - Computer Science and engineering
MIT College Of Railway Engineering and Research
Diploma - Computer Engineering
Government Residential Women's Polytechnic
Class X - State Board
Dnyaneshwar High School