Avinash Kumar
Full-Stack Developer & GenAI Specialist
Full Stack AI Engineer with 2+ years of experience reimagining the web with intelligence. I specialize in GenAI, ML RAG pipelines, and building scalable AI solutions from concept to deployment. As a freelance innovator, I'm passionate about exploring cutting-edge technologies and creating impactful applications.
Specialized Technologies
Currently mastering cutting-edge technologies
AI
GEN-AI
LLM
RAG
Full Stack
workflow
About Me
A passionate developer with expertise in cutting-edge AI technologies and scalable web applications
Professional Summary
Full Stack AI Engineer with 2+ years of experience reimagining the web with intelligence. I specialize in GenAI, ML RAG pipelines, and building scalable AI solutions from concept to deployment. As a freelance innovator, I'm passionate about exploring cutting-edge technologies and creating impactful applications.
Currently focused on building advanced AI-powered applications using cutting-edge technologies such as LangChain, LangGraph, Agentic RAG, Tavily, Ollama, and Mistral. I specialize in integrating LLMs and predictive algorithms into scalable systems, leveraging FastAPI and Python for backend services, and Next.js for responsive and modern web interfaces. My work bridges AI reasoning with real-time web applications, enabling intelligent, agent-driven user experiences
GenAI Expert
Specialized in LangChain, LangGraph, and Agentic RAG pipelines for advanced AI integration
Full-Stack Development
Proficient in Python, Django, FastAPI, Flask, Angular with modular MVC architecture
Data & Search
Expert in vector databases like Qdrant, SQL, and semantic search implementations
Automation & Deployment
Experienced with N8N, BuildShip workflows, AWS, Azure, and modern deployment practices
Technical Skills & Expertise
Comprehensive expertise across AI/ML, full-stack development, and cloud technologies
Technology Stack
Professional Experience
2+ years of hands-on experience in full-stack development and AI integration
- Specialized in GenAI Integration using LangChain and LangGraph for building advanced Agentic RAG pipelines
- Developed scalable APIs with Flask and FastAPI following modular MVC architecture principles
- Implemented semantic search features using SQL and Qdrant vector database with LangChain integration
- Set up automation workflows using N8N and BuildShip platforms for streamlined processes
- Built Angular applications with real-time updates via Firebase for live analytics dashboards
- Managed structured and unstructured data processing for AI-powered applications
Technologies Used
- Designed and delivered comprehensive Django training programs for aspiring developers
- Built multiple RESTful APIs using Django Rest Framework (DRF) for student dashboards and analytics
- Developed frontend interfaces using HTML, CSS, JavaScript, and Bootstrap framework
- Implemented database solutions with SQL for data management and storage
- Created interactive web applications using AJAX and jQuery for seamless API integration
- Mentored students in full-stack development best practices and project implementation
Technologies Used
- Developed frontend for Q&A-based e-learning platform connecting students and teachers
- Implemented paid question posting system where students could get expert teacher responses
- Integrated Firebase for real-time chat functionality and user authentication
- Built role-based access control system for admin to manage users and payment processing
- Enhanced user interface with Chart.js for data visualization and analytics
- Applied modern UI/UX principles using Bootstrap, SweetAlert, and AOS animations
- Worked extensively with Angular framework for component-based architecture
Technologies Used
Featured Projects
Showcase of innovative AI-powered applications and full-stack solutions with proven results
Intelligent README generator that analyzes GitHub repositories and generates professional documentation using Gemini API. Features advanced prompt engineering and automatic PR creation.
Key Features
Tech Stack
Comprehensive log analysis platform with FastAPI, Gemini, and Qdrant for semantic search. Real-time insights and anomaly detection using vector embeddings.
Key Features
Tech Stack
Secure online examination platform with role-based access control. AI-powered evaluation for both MCQ and subjective exams using Gemini AI.
Key Features
Tech Stack
Real-time leaderboard and challenge management platform. Auto-generated personalized challenges using Gemini API with email notifications and Firebase integration.
Key Features
Tech Stack
Comprehensive health monitoring system with IoT integration. LangChain-powered health summaries and ESP8266 microcontroller for real-time data collection.
Key Features
Tech Stack
Intelligent search platform with advanced algorithms for source identification. Features comprehensive search, intelligent source selection, and trending topics.
Key Features
Tech Stack
Full-featured event management platform with CRUD operations, role-based access, Firebase authentication, and automatic QR code generation.
Key Features
Tech Stack
Police assistance platform for crime reduction and analysis. Features FIR analysis, crime prediction, and patrolling area generation with CCTNS integration.
Key Features
Tech Stack
Education
Strong academic foundation in computer science and applications
Harcourt Butler Technical University (HBTU)
Advanced studies in computer applications with focus on software development, algorithms, and system design. Specialized coursework in database management, web technologies, and software engineering principles. Achieved strong academic performance with 7.77 CGPA.
Key Areas of Study
Chhatrapati Shahu Ji Maharaj University (CSJMU) UIET
Comprehensive foundation in computer applications covering programming fundamentals, data structures, computer networks, and software development. Strong emphasis on practical programming skills and project-based learning with 61% aggregate.
Key Areas of Study
Academic Excellence
Throughout my academic journey, I maintained a strong focus on practical application of theoretical concepts. My education provided a solid foundation in computer science principles, which I've successfully applied in real-world projects and professional development.
Certifications & Awards
Recognition for technical excellence and innovation in robotics competitions
HBTU ADHYAAYA 2021
Achieved 2nd prize at tech-fest ADHYAAYA at HBTU for building and operating a line-following robot. Demonstrated expertise in robotics, programming, and hardware integration.
HBTU ADHYAAYA 2018
Achieved 1st prize at tech-fest ADHYAAYA at HBTU for building and operating a line-following robot. Showcased advanced robotics skills and innovative problem-solving approaches.
Technical Innovation
Demonstrated consistent excellence in robotics competitions at HBTU, showcasing strong technical skills in hardware programming, sensor integration, and autonomous system design. These achievements reflect my passion for innovation and problem-solving in technology.
Get In Touch
Ready to collaborate on your next AI-powered project? Let's discuss how I can help bring your ideas to life.
- Full-stack AI development projects
- GenAI integration and consulting
- Frontend, Backend, IoT & Robotics projects
- Freelance and contract work
- Technical mentoring and innovation
Avinash Kumar