VEDANT MADANE

Full Stack Developer (Golang/Vue.js) & AI/ML Engineer

vedantnm@gmail.com | Bandra, Mumbai | +91 9321761271 | vedantmadane.github.io
PROFESSIONAL SUMMARY
Experienced Full Stack Developer and AI/ML Engineer with 4+ years of expertise in developing scalable web applications using Golang backends and Vue.js frontends. Proven track record in building high-performance, AI/ML-enabled applications with event-driven architecture, microservices, and modern deployment practices. Skilled in developing RESTful APIs, implementing machine learning pipelines, and delivering business-critical solutions with exceptional performance and scalability. Strong background in leading cross-functional projects and mentoring technical teams.
PROFESSIONAL EXPERIENCE
Senior Full Stack Developer & AI Engineer
Maharashtra Knowledge Corporation Limited
Navi Mumbai
Aug 2024 - Present
  • Architected and developed scalable Golang microservices with Vue.js frontends for AI-enabled content generation platform, improving user engagement by 35%
  • Built high-performance RESTful APIs using Golang with goroutines and channels for concurrent processing of 100,000+ requests/day
  • Implemented event-driven architecture using message queues for real-time AI model inference and data processing pipelines
  • Developed responsive Vue.js applications with seamless backend integration, delivering optimal user experience across devices
  • Deployed conversational AI chatbot using advanced NLP techniques, matching 250+ courses with candidate profiles through intelligent data analysis
  • Implemented enterprise search solutions with PostgreSQL and MongoDB integration for knowledge base management
  • Utilized Docker containerization and CI/CD practices for seamless deployment on AWS and Azure cloud platforms
Full Stack Developer & Machine Learning Engineer
Maharashtra Knowledge Corporation Limited
Navi Mumbai
Aug 2023 - Jul 2024
  • Developed sophisticated ML classification systems with Golang backend APIs processing 100,000+ documents, achieving 94% accuracy
  • Built responsive Vue.js interfaces for document management systems with real-time updates and interactive data visualization
  • Implemented microservices architecture for feature extraction pipelines including OCR, text recognition, and security feature detection
  • Engineered computer vision models for face recognition with RESTful API integration and real-time processing capabilities
  • Designed database schemas and optimized queries for PostgreSQL and Redis to handle high-volume data operations
  • Conducted comprehensive data analysis on structured and unstructured datasets using advanced statistical modeling techniques
Backend Developer & Data Scientist
Maharashtra Knowledge Corporation Limited
Navi Mumbai
Aug 2022 - Jul 2023
  • Designed and trained deep learning models integrated with Golang web services for NLP, computer vision, and forecasting applications
  • Built scalable ML pipelines with concurrent processing using Golang goroutines for feature engineering and model validation
  • Developed Vue.js dashboards for real-time model performance monitoring and business analytics visualization
  • Implemented RESTful APIs with proper error handling, authentication, and rate limiting for production ML model serving
  • Deployed containerized applications using Docker with automated CI/CD pipelines on AWS and Azure environments
  • Collaborated with cross-functional teams following Agile methodologies including sprint planning and daily stand-ups
Junior Full Stack Developer & Data Analyst
Maharashtra Knowledge Corporation Limited
Navi Mumbai
Aug 2021 - Jul 2022
  • Automated data analysis workflows using Golang scripts and Vue.js interfaces for educational analytics reporting
  • Developed computer vision solutions with RESTful API backends for ID verification, posture detection, and text extraction
  • Implemented sentiment analysis systems with real-time data processing and interactive Vue.js visualizations
  • Applied behavioral psychology principles to data-driven user retention strategies through A/B testing frameworks
  • Utilized version control (Git) and collaborative development practices in team-based projects
TECHNICAL SKILLS

Backend Development:

Golang (3+ years), Python, RESTful APIs, Microservices, Goroutines & Channels, Event-driven Architecture

Frontend Development:

Vue.js (3+ years), React.js, JavaScript, HTML5/CSS3, Responsive Design, Cross-browser Compatibility

Databases & Storage:

PostgreSQL, MongoDB, Redis, SQL optimization, NoSQL design, Database scaling

Message Systems:

Kafka, RabbitMQ, Event-driven workflows, Message queues, Real-time data processing

Cloud & DevOps:

AWS, Azure, Docker, CI/CD pipelines, Container orchestration, Cloud deployment

AI/ML Technologies:

TensorFlow, PyTorch, Scikit-learn, Computer Vision, NLP, Deep Learning, Statistical Modeling

Development Tools:

Git, Agile methodologies, Testing frameworks, Code review practices, Performance optimization

Additional Skills:

Network programming, Performance tuning, Scalability design, Clean architecture, Problem-solving

EDUCATION & CERTIFICATIONS

Bachelor of Engineering - Electronics and Telecommunication

University of Mumbai | Graduated June 2021

CGPI: 7.49

Copyright Registration (2023)

Programs for Sentiment Analysis and NLP Tasks

KEY ACHIEVEMENTS & QUALIFICATIONS
  • 4+ years of full stack development experience with proven expertise in building scalable, high-performance applications
  • 3+ years hands-on experience with Golang including microservices, concurrent programming, and RESTful API development
  • 3+ years proficiency in Vue.js with modern frontend development practices and seamless backend integration
  • Successfully processed and analyzed datasets exceeding 100,000+ records with high-accuracy AI/ML models
  • Led cross-functional projects following Agile methodologies resulting in measurable business impact and improved user experience
  • Demonstrated expertise in event-driven/message-driven architecture with real-world implementation experience
  • Strong understanding of database design and optimization for PostgreSQL, MongoDB, and Redis
  • Proven ability to translate complex technical requirements into actionable solutions for stakeholders
  • Experience with performance optimization, scalability design, and cross-browser compatibility
  • Strong analytical, problem-solving, and communication skills with collaborative team experience