PRAGYAN AI Labs: A Lab for Possibility Discovery Innovation Powered by Intelligence
What began as a challenge at VAYUZ Technologies has evolved into a hub of innovation—driving smarter platforms, transforming businesses, and proving what’s possible when creativity, code, and AI come together.
Background
Pragyan AI Labs was founded on January 12, 2024, to address a key opportunity at VAYUZ Technologies—using AI not just as a tool, but as a problem-solving partner to streamline hiring.
Background
Background
Building...
Building...
Building...
Resume Parsing: Converting Unstructured Data into Actionable Insights
Resume parsing is the process of converting unstructured resume content into a structured format, enabling automated systems to interpret and process candidate data efficiently. Traditionally, techniques like Optical Character Recognition (OCR) were used to extract text from resume images and PDFs. However, with advancements in AI, this process has evolved to use more advanced technologies.
Current Approach: Leveraging Large Language Models (LLMs) from Hugging Face
The current system uses document-aware Large Language Models (LLMs) from Hugging Face to improve resume parsing. These models can directly process entire resume files (e.g., PDFs or DOCX documents), eliminating the need for raw text extraction. This approach preserves the document’s structure, layout, and contextual cues for more accurate parsing.
Key Data Extracted by LLMs
By processing the full document, LLMs can intelligently interpret and extract structured data, such as:
- Personal Information: Name, Email, Phone
- Work Experience: Roles, Companies, Durations

Seamless Problem Solving: Finding Solutions Through Insights, Not External Searches
An internal hub serves as a centralized platform designed to help teams efficiently tackle daily challenges and stay informed with the latest updates within the organization. By providing quick access to relevant tools, resources, and shared knowledge, the hub minimizes the need for external searches, streamlining workflows and enhancing productivity. It enables seamless communication, fosters collaboration, and ensures that everyone remains aligned with ongoing projects, policies, and organizational goals—all within a secure and unified environment
Key Issues
- Contextual Categorization: Struggles with narrative/technical content
- Insight Summaries: No previews; hard to scan long posts
Solutions in Progress:
- Text Summarization
- Impact: Quick previews, faster decision-making
- Sentiment Analysis
- Impact: Emotional tone detection, support targeting
- Smarter Categorization
- Impact: Better grouping, easier content discovery

BRIDGE: Smarter, Real-Time Collaboration
BRIDGE is the live communication layer within the BITOVN suite, built to streamline virtual interactions and deliver real-time intelligence. It goes beyond basic meetings by transcribing discussions, generating summaries, tracking engagement, and identifying next steps—making every conversation actionable.
Why BRIDGE?
In fast-paced environments, critical insights often get lost in fragmented communication. BRIDGE addresses this by centralizing discussions and turning meetings into structured, outcome-driven sessions.
AI-Powered Meeting Intelligence
BRIDGE uses an AI-first approach to extract value from every interaction:
- Live Transcription: Captures conversations in real time.
- Automated Summaries: Delivers key takeaways post-meeting.
- Minutes of Meeting: Automatically generates structured MoMs.
- Action Items: Identifies and assigns next steps based on context.

Insight
Insight
Insight
Tech Stack
Hugging Face
Access to pre-trained models & datasets for NLP, QA, summarization, etc.
FastAPI
High-performance API layer to serve models and manage backend logic
LangChain
Build prompt Build prompt workflows, manage agents, and integrate external toolsworkflows, manage agents, and integrate external tools
React.js
Frontend framework to build interactive UI components for consuming AI features
Beautiful Soup
Used for scraping content and structured data from web sources
Tech Stack
Tech Stack
Team Say's

Priya Katiyar
I am Priya Katiyar! AI doesn’t replace human intelligence—it amplifies it. Together, they can unlock a smarter, more connected world.

Ankit Arora
I’m Ankit Arora! AI gives you the power to create new possibilities or make what you already have even better.

Saurabh
I am Saurabh! AI helps us optimize our work efficiently. It’s not here to replace anyone, but to enhance our skills, save time, and make tasks easier.

Dharvik
I am Dharvik! AI serves as an extension of human capability it’s a tool that drives efficiency and enhances decision-making.

Nishant Chauhan
I am Nishant! With AI, we’re not replacing human intelligence; we’re amplifying it.

Raghav
I am Raghav! I see AI as a tool that doesn’t replace our thinking, but actually helps us think better and work more efficiently.
Team Says..
Team Says..
Consult us
Consult us
Consult us
- +91 120-4259095
- hello@vayuz.com
- D-22, 1st Floor, Sector 3, Noida, Uttar Pradesh 201301
- https://www.vayuz.com/