Building intelligent systems. One curious question at a time.
First-year CS student exploring multi-agent AI, NLP, and edge computing. Designing systems that respect privacy and perform where it matters — on the edge.
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About
About Me
Hi, I'm Gourav Mukherjee, a first-year Computer Science & Linguistics student at San José State University.
I'm fascinated by the intersection of human language and machine intelligence. This unique combination drives my curiosity for exploring how AI systems can truly understand language—not just process it.
Over the past few years, I've worn multiple hats: designing digital campaigns for clients, leading student events, and experimenting with AI systems. My biggest learning project so far is Orion, a multi-agent AI system I'm building to run entirely offline on edge devices like NVIDIA Jetson.
What excites me most is learning how to make AI accessible, private, and efficient. I'm exploring the idea that the future of AI isn't just about bigger models—it's about smarter optimization and thoughtful deployment.
Currently Learning & Exploring
- How language models work under the hood
- Optimizing AI for resource-constrained devices
- Building real projects as I learn new concepts
- Contributing to open-source and learning from experienced developers
Fun Facts
Beyond coding, I'm a competitive speedcuber (WCA certified) and someone who believes in learning through doing and collaborating with others.
I'm always eager to learn from mentors, collaborate on projects, and connect with fellow AI enthusiasts. Let's build and learn together.
San José State University
CurrentBS in Computer Science & Linguistics
Pursuing a dual foundation in Computer Science and Linguistics to bridge the gap between human communication and machine intelligence. Focusing on Natural Language Processing, AI systems, and the computational understanding of language.
Relevant Coursework
- Data Structures & Algorithms
- Discrete Mathematics
- NLP Foundations
Focus Areas
- Natural Language Processing
- Multi-Agent AI Systems
- Edge Computing
Projects
Featured Work
Building practical solutions and learning through hands-on development
ORION
|Multi-Agent AI CompanionPrivate, modular AI system optimized for edge devices
Building a 7-agent LLM system for specialized reasoning tasks. Learning how to implement an intelligent router with VRAM-aware model loading to prevent crashes on resource-constrained devices.
Experimenting with fully offline inference using Ollama and Qwen models, achieving ~2-3s latency. Exploring hybrid SQLite + ChromaDB memory for semantic recall and conversation continuity.
Key Achievements
- 7-agent swarm for specialized reasoning (Coding, Math, Writing, Memory, Analysis)
- VRAM-aware router preventing crashes on resource-constrained devices
- Fully offline voice I/O (Whisper STT + Coqui TTS)
- ~2-3 second latency for end-to-end inference
Tech Stack
Multi-Agent Conversational AI
Intelligent chatbot using multiple specialized AI agents for context-aware conversations, built with LangChain and GPT-4.
Real-Time Sentiment Analysis
NLP-powered sentiment analysis for social media text with visualization dashboard using BERT transformers.
Portfolio Website
Modern portfolio website with Next.js 14, optimized for performance with 100/100 Lighthouse SEO score.
Skills
Skills & Technologies
What I'm learning and building with
AI/ML & NLP
Core Focus
LLMs & Prompt Engineering
Learning→ Used in Orion
Multi-Agent Systems
Learning→ Used in Orion
RAG & Vector Databases
Learning→ Used in Orion
Natural Language Processing
Learning→ Academic coursework
Embeddings & Semantic Search
Learning→ Used in Orion
Model Quantization
Learning→ Optimizing for Jetson
Fine-tuning
Learning→ Personal experiments
Computational Linguistics
Learning→ Major coursework
Programming Languages
Core Technologies
Python
Intermediate→ Primary language for Orion
JavaScript/TypeScript
Intermediate→ Web development projects
HTML/CSS
Proficient→ All web projects
Java
Learning→ Academic coursework
C++
Learning→ Data structures course
Developer Tools & Frameworks
Technical Stack
Git & GitHub
Intermediate→ Version control for all projects
Ollama
Intermediate→ Local LLM inference in Orion
SQLite
Intermediate→ Orion memory system
ChromaDB
Learning→ Vector storage in Orion
FastAPI
Learning→ Building REST APIs
Next.js
Learning→ Portfolio site
Tailwind CSS
Intermediate→ Styling web projects
NVIDIA Jetson
Learning→ Edge deployment for Orion
Whisper (STT)
Learning→ Voice interface for Orion
Coqui TTS
Learning→ Voice output for Orion
Design & Creative
From 3 years freelance design work
Adobe Premiere Pro
Proficient→ 50+ video projects
Photoshop
Proficient→ Branding & graphics
Figma
Intermediate→ UI/UX design
Canva
Proficient→ Quick design work
Video Editing
Proficient→ Freelance projects
Color Grading
Intermediate→ Professional videos
Learning Roadmap
Growth mindset & continuous learning
Currently Learning
- Natural Language Processing
- Multi-Agent Architectures
- Vector Databases & Semantic Search
- Edge AI Optimization
- FastAPI & Backend Development
What's Next
- Reinforcement Learning
- GPU Optimization & CUDA
- Distributed Systems
- Computer Vision
- Advanced Deep Learning Architectures
My Approach: I learn by building real projects. Each new technology I explore becomes part of a practical application, helping me understand not just how things work, but why they work. I'm focused on continuous growth and hands-on experimentation rather than theoretical knowledge alone.
Experience
My Journey
Learning through design work, student leadership, and academics
Freelance Designer & Media Creator
Self-Employed | Remote
- Delivered 50+ projects with 24-48hr turnarounds
- Drove engagement up to 40% through visual campaigns
- Managed client relationships independently
Student Leader & Event Coordinator
St. Xavier's Institution | Kolkata
- Coordinated tech exhibitions for 100+ attendees
- Supervised 15+ peers during large-scale events
- Competed in WCA Speedcubing (discipline & precision)
CS & Linguistics Student
San José State University
- Dual major in Computer Science and Linguistics
- Building NLP projects and multi-agent AI systems
- Active in tech community and project collaborations
Learning Roadmap
Growth Journey
Always learning, always growing. Here's my journey from where I am now to where I want to be.
“The beautiful thing about learning is that no one can take it away from you.”
— B.B. King
Currently Learning
Natural Language Processing
Coursework + Practice
Multi-Agent System Architecture
Orion project
GPU Optimization
NVIDIA Jetson
Quantization Techniques
Edge deployment
Next Semester
Data Structures
Deep dive into algorithms & complexity
Reinforcement Learning
New advanced ML course
Open Source Contributions
Real-world experience with production codebases
Long-term Vision
Master's Level NLP Research
Advanced research in computational linguistics
Production ML/AI Systems
Ship real-world AI systems at scale
Industry Internships
Summer 2026 & 2027 at top tech companies
Published Papers or Open-Source Impact
Contribute meaningful work to the AI community
Contact
Let's Connect
I'm always open to new opportunities, collaborations, and conversations.
Usually reply within 24 hours