Hi, I'm Pranav — building AI systems & deep-tech ventures.
I design Retrieval-Augmented Generation pipelines and vector-embedding systems that ground large-language models in real-world data—then turn those breakthroughs into scalable products and bottom-line results.
About Me
I'm an AI-first problem-solver who pairs bleeding-edge research—RAG, semantic chunking, Model Context Protocol, agentic RAG—with pragmatic business execution. My toolkit spans Python/Kubernetes MLOps, bioinformatics pipelines, and full-stack cloud apps.
Past wins: +350% SaaS engagement at CodeCertain.ai, $800k real-estate raise at M3S Services, and an 18–23% annualized return on a $450k public-markets portfolio.
Why Stealth Mode?
My Approach in Stealth Mode
Designing agentic RAG stacks with versioned knowledge graphs
Running IP-first diligence and provisional-patent sprints
Quietly onboarding lighthouse customers under strict NDAs
Securing intellectual-property frameworks
Developing go-to-market strategies timed for maximum impact
Technical Skills & Expertise
AI / MLOps
- Retrieval-Augmented Generation (RAG)
- Semantic Chunking
- Agentic RAG Orchestration
- Vector Embeddings & Vector DBs
- Model Context Protocol (MCP)
- Hugging Face / LangChain
- TensorFlow & PyTorch
Software Development
- Python · Java · R · C++
- Docker & Kubernetes
- CI/CD (GitHub Actions)
- React / Next.js & API Design
- Cloud Infra (AWS, GCP)
- High-Performance Computing (HPC)
- Database Design & Optimization
Bioinformatics & Drug Discovery
- Active-Learning Docking (AutoDock-GPU, gFlowNet)
- Genome & Single-Omics Analysis
- Advanced Synthetic Biology Techniques
- Proteomics & Metabolomics
- Computational Biology
- Data Analysis & Visualization
- Scientific Research & Publishing
Professional Experience
A timeline of my professional journey and key achievements
Education
Academic background and achievements
University of British Columbia
BSc Biomedical Engineering
2019 - 2024
Delhi Public School Noida
CBSE Science
2004 - 2019
Featured Projects
A collection of my most impactful work across various domains
Industry Builds
Professional software and systems built for industry clients
EBH Live P&L Dashboards
Real-time profit & loss visualization
K8s Cost Optimizer
Kubernetes resource optimisation
MolecularYou Biomarker Report
Biomarker analysis and reporting tool
TIMBIT NeuroFeedback Revamp
Neural-feedback system upgrade
BEACON Wearable Stress Upgrade
Stress-monitoring wearable enhancement
Awards & Recognition
Honors and achievements throughout my career
e@UBC Venture Founder
2024
People's Choice Poster
CUBEC
2021
B.C. Access Grant
Canada Student Grant
Research & Media
Publications, presentations, and media appearances
Vision-Language Foundation Model Robustness
This paper presents a novel approach to improving the robustness of vision-language foundation models, resulting in +10-15 percentage point accuracy improvements across challenging benchmarks.
Entrepreneurial Programs
Startup and business development programs I've participated in
New Venture Design
Intensive entrepreneurship program focused on building new ventures from concept to launch
UBC BizTech
Technology entrepreneurship organization at UBC
Entrepreneurship @ UBC
Venture Founder program for UBC entrepreneurs
Get in Touch
Have a project in mind or want to discuss opportunities? Let's talk!