{
"name" : "Jayesh Parmar",
"primary_role" : "AI / ML Engineer",
"also_builds" : ["Full-Stack Web Apps (MERN)", "Odoo ERP Modules"],
"location" : "Gujarat, India 🇮🇳 (Remote-friendly ✅)",
"core_focus" : ["Machine Learning", "Deep Learning", "NLP", "LLMs", "Data Science"],
"philosophy" : "Data tells the story. Models make the decisions. Code ships the product.",
"currently" : "LLMs · RAG Pipelines · MLOps · AWS SageMaker",
"projects" : "All repos include full documentation, demo videos & setup guides 📚",
"open_to" : ["ML / AI Roles", "Full-Stack Projects", "Odoo Dev", "Freelance", "Remote"]
}| Domain | Level | Progress |
|---|---|---|
| 🤖 AI / ML Engineering — Python · TensorFlow · Scikit-learn · OpenAI · NLP | Expert |
|
| 🌐 Full-Stack Development — React · Node.js · Express · MongoDB · MySQL | Advanced |
|
| 📊 Data Science & Viz — Pandas · NumPy · Plotly · Matplotlib · EDA | Expert |
|
| 🟣 Odoo ERP (Dev + Func) — Python ORM · OWL JS · QWeb · CRM · Accounting | Proficient |
|
| ☁️ Cloud & DevOps — AWS · Docker · FastAPI · Linux · Git | Intermediate |
I don't just use models — I define the problem, clean the data, train the model, evaluate it, and deploy it. Full lifecycle.
| Domain | Skills |
|---|---|
| Machine Learning | Supervised · Unsupervised · Ensemble Methods · Feature Engineering |
| Deep Learning | CNNs · RNNs · Transformers · Neural Architecture Design |
| Natural Language Processing | Sentiment Analysis · Text Classification · Tokenization · VADER · SVM |
| Generative AI / LLMs | OpenAI API · Prompt Engineering · RAG Pipelines · AI Agents |
| Data Analytics | EDA · Statistical Analysis · A/B Testing · Business Insights |
| Visualization | Plotly · Matplotlib · Seaborn · Interactive Dashboards |
| Topic | Progress |
|---|---|
| 🤖 LLMs · RAG Pipelines · AI Agents | |
| 📐 Transformers · Attention · Fine-tuning | |
| ⚙️ MLOps · Model Deployment · FastAPI | |
| ☁️ AWS SageMaker · Cloud ML Infra |
📚 Every project repo includes full documentation + demo video
| Project | 🎯 Goal | 💡 How I Built It | Stack |
|---|---|---|---|
| 🤖 Mutual Fund AI Analytics | Make mutual fund data readable for non-technical investors — generate trend summaries automatically instead of showing raw tables | OpenAI API for natural language insight generation · Pandas for trend calculations · Plotly for interactive visual dashboards | Python · OpenAI · Pandas · Plotly |
| 💬 Sentiment Analysis Engine ⭐2 | Automate emotion classification of user feedback at scale — consistent, fast, and more accurate than manual tagging | Dual-model NLP pipeline: SVM for multi-class labels + VADER for polarity scoring · Benchmarked on real-world review datasets | Python · NLTK · Scikit-learn · Matplotlib |
I own the entire product — DB schema → REST API → Auth → React UI → Deploy. Not just frontend, not just backend.
📚 Every project repo includes full documentation + demo video
| Project | 🎯 Goal | 💡 How I Built It | Stack |
|---|---|---|---|
| 💑 Rent-A-Girlfriend ⭐4 · 🍴1 | Build a dating platform where users browse profiles, register and interact — full social matchmaking experience | MERN stack · JWT-secured Express REST API · React + TailwindCSS UI · MongoDB Atlas for profiles · 28 commits shipped | Node · Express · React · MongoDB |
| 🛍️ FREEIVA E-Commerce ⭐1 | Give small sellers a complete online store — product listings, cart, checkout, and user auth in one platform | PHP backend with session auth + cart logic · Responsive storefront in HTML/CSS · JS for dynamic cart updates | PHP · HTML · CSS · JavaScript |
| 🏨 Hotel Booking System | Replace paper-based hotel reservation tracking with a reliable desktop system for front-desk operations | Java OOP architecture · JDBC-MySQL queries · Workbench GUI for room management and booking history | Java · JDBC · MySQL |
| 🔐 JailMaster ⭐3 | Build a secure desktop admin tool for managing inmate records and credentials — offline-first, reliable | Python Tkinter GUI · MySQL CRUD operations · Login system with credential hashing | Python · Tkinter · MySQL |
Click to expand — ERP Dev + Functional expertise ▶
I sit in the rare overlap of Odoo technical development AND functional configuration — I design the business workflow AND write the Python module that implements it.
| Layer | Skills |
|---|---|
| 🐍 Backend Dev | Python ORM · Custom Modules · Business Logic · Automation Rules |
| 🦉 Frontend Dev | OWL JS · QWeb Templates · XML Views · Custom Widgets |
| 📦 Modules | Sales · CRM · Accounting · Inventory · Manufacturing |
| ⚙️ Functional | Workflows · Access Rights · Scheduled Actions · Configuration |
| 🔢 Versions | Odoo 14 · 15 · 16 · 17 |
Odoo Skill Progress
| Module | Progress |
|---|---|
| Python ORM / Custom Modules | |
| Functional Configuration | |
| OWL JS / QWeb | |
| Odoo 17 + Studio |
| ✅ | What I Bring |
|---|---|
| 🔁 | End-to-end ownership — I solve problems across the full stack, not just one layer |
| 📚 | Fully documented work — every repo has a proper README, setup guide and demo video |
| 🚀 | Real shipped projects — ML models · full-stack apps · Odoo modules, all production-ready |
| 🗣️ | Clear communicator — good code AND good documentation, always |
| 📈 | Fast learner — currently shipping with LLMs · RAG · MLOps |
| 🌐 | Remote-friendly — collaborative, responsive within 24 hours |
Best fit roles:
# run: python fun_facts.py
facts = [
"🤖 I treat every dataset like a detective case — the answer is always hiding in the data",
"🟣 I customise Odoo modules the way DJs remix tracks — make it fully yours",
"☕ chai.py is my most critical dependency (non-negotiable)",
"🐛 Spent 4 hours debugging once. Root cause: a missing comma in XML. Never again.",
"📊 I apply cricket match data to real ML experiments 🏏",
"🌌 ERP + AI is the next frontier nobody is building yet — I am building it",
"😎 My models work the first time... in production (somehow)",
]
# OUTPUT: a developer worth knowing 🔥
✍️ Random Dev Quote