Hey there! I'mPriyanshu Jain
I build AI systems that actually work (and sometimes make people laugh ๐).
Machine Learning โข Deep Learning โข AI Architecture โข Chai โ
About Me
Hey! I'm Priyanshu, an AI Engineer and Architect from the tech hub of India - Bengaluru! ๐ฎ๐ณ I'm that person who gets excited about neural networks at 2 AM and thinks about optimization algorithms while sipping chai. I believe AI should be both powerful and approachable (and maybe a little fun too!).
My AI Journey (So Far!) ๐
Started as a curious kid who got excited about JEE Advanced (top 1% of 1.1M candidates! ๐ฏ), and now I'm building AI systems that actually work in the real world. My journey took me from IIT Jodhpur to the bustling tech scene of Bengaluru.
Currently rocking it as an AI Developer at Black Box, where I'm designing unified backend orchestration engines and making chatbots actually useful (not just annoying). Previously, I was at Verifast.ai where I built prediction models that increased conversion rates by 33% and cut cloud costs by 50% (because who doesn't love saving money? ๐ฐ).
I've also dabbled in some cool stuff like physics-infused neural networks for tidal energy prediction and fine-tuning LLMs to roast people (BurnBot project - because why not? ๐). I believe AI should solve real problems while being fun to work with!
Core Expertise
AI Architecture
Designing scalable AI systems and intelligent infrastructure for enterprise applications.
Machine Learning
Building and deploying ML models that solve real-world problems with cutting-edge algorithms.
Deep Learning
Creating neural networks and deep learning solutions for complex pattern recognition tasks.
AI Strategy
Developing comprehensive AI strategies that align with business objectives and drive innovation.
Key Achievements
JEE Advanced Top 1%
Out of 1.1 million candidates - because I love a good challenge! ๐ฏ
33% Conversion Boost
Built prediction models that actually moved the needle at Verifast.ai
UG Researcher Award
Honored by IIT Jodhpur for pioneering innovation in student research
Cloud Cost Burglar
Cut cloud infrastructure costs by 50% - I do burglary in clouds to save money! ๐ฐ
My Projects
Here are some of the projects I've built - from anonymous streaming platforms to AI agents that actually work. Because why not make technology both useful and fun? ๐
OVAL Generator
A TypeScript-based tool for generating OVAL (Open Vulnerability Assessment Language) definitions from natural language queries. Converts human-readable vulnerability descriptions into machine-readable OVAL XML for automated security assessments.
Making vulnerability assessment accessible through natural language! ๐
Key Features
- Natural language to OVAL conversion
- Vulnerability assessment automation
- XML generation
- Security compliance checking
Technologies
Ephemeral Streaming Platform
An anonymous streaming platform with tree-based room structures. Complete privacy with no data storage - chat anonymously in various channels with different privacy levels.
Privacy-first streaming that actually respects your data! ๐
Key Features
- Anonymous communication
- Tree-based room structure
- Complete privacy
- Real-time streaming
Technologies
Agent for Website
An intelligent AI agent designed to interact with websites and perform automated tasks. Built with Python and advanced web automation techniques.
Making websites work for you, not the other way around! ๐ค
Key Features
- Web automation
- AI-powered interactions
- Python implementation
- Smart task execution
Technologies
Financial Query Solver using RAG
A sophisticated RAG-based system for answering financial queries using PDF documents. Achieved 68% accuracy in natural language to MongoDB query generation.
Making financial data actually understandable! ๐ฐ
Key Features
- RAG implementation
- 68% query accuracy
- Financial data processing
- MongoDB integration
Technologies
Deep Learning in Environmental Science
Advanced statistical analysis of Indian groundwater quality using deep learning. Achieved 92% accuracy in Water Quality Index classification with SHAP analysis.
Using AI to protect our environment, one prediction at a time! ๐ฑ
Key Features
- 92% classification accuracy
- SHAP analysis implementation
- Environmental data processing
- Sequential feature learning
Technologies
Chat with PDF
A simple yet powerful chatbot that can be trained on personal PDFs or sets of PDFs to provide intelligent responses to queries. Perfect for document-based Q&A systems.
Finally, a chatbot that actually reads your documents! ๐
Key Features
- PDF document processing
- Personal document training
- Intelligent Q&A
- Multiple PDF support
Technologies
Entrepreneur Journey
A reflection of ideas I chased โ why they mattered, what I built, and what I learned when they didnโt work out. ๐
ElderServe โ Jobs & Help for the Elderly
A community platform where elderly individuals could earn โCommunity Pointsโ by helping others, and later use those points to get assistance themselves โ creating a cycle of care and purpose.
๐ก Why I thought of it: I wanted to help older people feel useful again โ to give them a sense of contribution and independence instead of isolation. The idea came from seeing retired people wanting to stay active but not knowing how.
๐ง How I tried to build it: Planned a gamified community platform where tasks like mentoring, small help, or volunteering would earn points redeemable for services later. Tried reaching out to local NGOs and old-age communities to validate demand.
โ Why it failed: Failed at market validation. Most elderly participants preferred receiving help rather than offering it โ the reciprocity model didnโt align emotionally or socially for the target audience.
๐ Stage: Concept Validation
A vision to redefine ageing โ from dependence to dignity. ๐ด๐ซ
HeavyPath โ Route Optimizer for Oversized Vehicles
An AI-powered path planner for heavy and oversized vehicles (60+ wheels) to safely navigate routes with bridge limits, barriers, and height constraints.
๐ก Why I thought of it: I was fascinated by the complexity of logistics for industrial transport โ massive vehicles that break barriers just to cross small bridges. There was a clear need for smarter routing beyond Google Maps.
๐ง How I tried to build it: Designed a hierarchical graph model with local topographic and traffic data. Idea was to feed RTO and GIS data into a custom routing algorithm, similar to a restricted Dijkstra pathfinder.
โ Why it failed: Realized this problem is already managed locally by RTOs who understand regional constraints better. Without official data or cooperation, scaling was impossible and potentially unsafe.
๐ Stage: Research Phase
A solid idea for industrial AI, but domain ownership beat scalability. ๐
AnonTree โ Hierarchical Anonymous Communication Platform
A tree-structured anonymous streaming and communication platform where users could interact in layered rooms โ each level offering a different privacy depth.
๐ก Why I thought of it: I wanted to explore how we could maintain free expression while controlling visibility โ giving people the option to go deeper into anonymity without chaos.
๐ง How I tried to build it: Built a basic real-time structure using WebRTC and Firebase. Designed permission trees where a user could host rooms with layered access.
โ Why it failed: It quickly became clear that full anonymity attracts misuse. Risk of inappropriate or illegal communication was too high to continue safely.
๐ Stage: Prototype
Proof that freedom without guardrails becomes fragility. ๐๏ธ
BarterGold โ Asset Trading & Rental Economy
A peer-to-peer marketplace where goods, services, and rentals are traded with value pegged to gold โ removing GST and inflationary effects from microtransactions.
๐ก Why I thought of it: I wanted a system where inflation doesnโt break trust in value โ a barter-based digital economy tied to goldโs stable worth. Inspired by rural exchanges and decentralized finance ideas.
๐ง How I tried to build it: Planned a hybrid platform where every product/service has a value estimated in โGold Unitsโ. Trades happen without cash โ ensuring intrinsic, inflation-proof valuation.
โ Why it failed: Complex legal structure around bartering and taxation made it impractical. Integrating live gold rates with physical asset verification required compliance overheads not feasible for a small team.
๐ Stage: Ideation Stage
An attempt to rebuild trust in trade โ through value that never devalues. ๐ฐ
Let's Connect
Ready to build something amazing together? I'm always excited to discuss new AI projects, innovative solutions, and opportunities for collaboration. Plus, I make great chai! โ
Get In Touch
Whether you have a project in mind, want to discuss AI trends, or just want to say hello, I'd love to hear from you. Let's create something extraordinary together.
Quick Response
I typically respond to messages within 24 hours. For urgent matters, feel free to call or text directly.
Send a Message
Case Studies
Deep dive into some of my most impactful projects. These aren't just code - they're real solutions that moved the needle for businesses and research. ๐
Verifast.ai ML Optimization
33% Conversion Boost & 50% Cost Reduction
The Challenge
Verifast.ai was struggling with low conversion rates and high cloud infrastructure costs. The existing prediction models were not performing optimally, leading to poor user experience and unsustainable operational expenses.
My Solution
Developed advanced ML models using ensemble methods and feature engineering. Implemented automated model retraining pipelines and optimized cloud resource allocation using predictive scaling algorithms.
Results & Impact
Technologies Used
Overall Impact
Transformed the company's bottom line while significantly improving user experience. The cost savings alone paid for the entire project within 3 months.
Want Similar Results for Your Project? ๐ฏ
These case studies show what's possible when we combine technical expertise with business understanding. Let's discuss how we can achieve similar results for your project.
My Thoughts & Insights
I regularly share my thoughts, insights, and experiences about AI, Machine Learning, and technology on LinkedIn. Check out my latest posts and articles there! ๐
Real Insights from Real Experience
I share practical insights about AI development, machine learning challenges, career advice, and behind-the-scenes stories from my projects. No fluff, just real experiences and lessons learned.
What You'll Find on My LinkedIn
Technical Insights
Deep dives into AI/ML concepts, implementation challenges, and solutions
Project Stories
Behind-the-scenes stories from real projects and lessons learned
Career Advice
Tips for aspiring AI engineers and career development insights
Industry Trends
Analysis of current AI trends and their practical implications
Code Snippets
Practical code examples and implementation tips
Community Engagement
Thoughtful discussions and responses to AI community questions
Ready to Connect? ๐ค
Follow me on LinkedIn for regular insights, or let's connect directly to discuss your AI projects and ideas. I'm always excited to talk about technology!
Skills & Expertise
A comprehensive overview of my technical skills, spanning from machine learning algorithms to production-ready AI systems and cloud infrastructure.
Programming Languages
ML & AI Frameworks
Cloud & DevOps
Data & Databases
Technologies & Tools
Book a Session
Let's discuss your project, ideas, or just have a chat about AI, technology, or anything that interests you! Pick a time that works for you.
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Session Details
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Let's Connect
Ready to build something amazing together? I'm always excited to discuss new AI projects, innovative solutions, and opportunities for collaboration. Plus, I make great chai! โ
Get In Touch
Whether you have a project in mind, want to discuss AI trends, or just want to say hello, I'd love to hear from you. Let's create something extraordinary together.
Quick Response
I typically respond to messages within 24 hours. For urgent matters, feel free to call or text directly.
Send a Message
My Creative Journey
Beyond AI and code, I write โ stories, screenplays, and poems. This is where logic meets emotion, and words become experiences. โจ
Storytelling & Short Scripts
I love creating short scripts that explore the fine line between reality and imagination โ from quiet moments to powerful character-driven drama.
- A Couple and a Robber Cross Paths in a Forest
- Bermuda Triangle
- Butterfly Effect
- True Love Never Dies
- Sex Education
Poetry & Shayari
Sometimes I let the rhythm speak. I write poems and shayari in both Hindi and English โ reflections of thoughts that never made it to conversations.
- Romantic minimalism โ exploring emotion through metaphors.
- Fusion of classical Hindi poetics with modern themes.
Poems & Thoughts
I regularly share my poems, shayari, and short reflective thoughts on my Instagram. If you love poetry that blends emotions with perspective โ come check it out ๐ฟ
Visit My Instagram โ @p3nls_kumar