TOOLS FOR INTELLIGENCE● MCP
FEATURED BUILD / 2026 PORTFOLIO
ASSEMBLING THE WORKSPACE
Yash here... AI Engineer
YASH PATEL / AI ENGINEER & BUILDER
BUILDING INTELLIGENT EXPERIENCES.
AI Engineer building intelligent agents, LLM applications, and real-world automation.
IDEAS → SYSTEMS → IMPACTBASED IN INDIA.
BUILDING FOR EVERYWHERE.
BUILDING FOR EVERYWHERE.
IN THE WORKSHOP01 / 05
Splitwise
AGENTIC AI+LLM APPLICATIONS+MCP INTEGRATIONS+REAL-WORLD AUTOMATION+
01 / THE MIND BEHIND THE BUILDCURIOUS BY DEFAULT.
THINK DEEPLY.
BUILD USEFULLY.
I’m Yash, an AI engineer connecting models, data, and the people who use them. I’m interested in what happens when intelligence leaves the notebook and starts doing useful work.
My work spans agentic workflows, MCP integrations, document understanding, computer vision, and cloud data pipelines. From studying big data in Canada to building software in India, the instinct is the same: learn something, build something, make it better.
The full story, in a PDF ↗
YASH PATELHUMAN FIRST. BUILDER ALWAYS.
02 / SELECTED BUILDSLESS THEORY. MORE EXECUTION.
IDEAS THAT
BECAME THINGS.
Agents, applications, and the
systems that connect them.
01 / AGENTIC AI↗
Splitwise MCP Server
A local MCP server connecting LLM agents to shared expenses, with preview-and-confirm gating before writes and reliable asynchronous execution.
02 / AI APPLICATIONS
JobPilot
AI-assisted job discovery, resume matching with TF-IDF and cosine similarity, and application tracking in one workflow, with search memory for job-specific guidance.
The next three builds are on the board. Detailed project notes are being prepared.
03 / THE TOOLKITGOOD TOOLS. THOUGHTFUL SYSTEMS.
MY BUILDING
BLOCKS.
01 / INTELLIGENCE
LangChain · LangGraph · MCP · RAG
LLM Applications · Agentic AI · Prompt Engineering
02 / ENGINEERING
Python · FastAPI · Flask · Django
PostgreSQL · Neo4j · FAISS · ChromaDB
03 / MODELS & INFRASTRUCTURE
PyTorch · TensorFlow · scikit-learn
AWS · Azure · GCP · Docker · CI/CD
04 / ALONG THE WAYFULL RESUME ↗
LEARNING
THROUGH DOING.
Data Scientist
Enkiube Technologies Inc. · Toronto, Canada
Built document-understanding and LLM question-generation pipelines. Managed 5,000+ labeled images, helping improve model accuracy from 60% to 85%.
Data Engineer Associate
Lambton College · Mississauga, Canada
Built an end-to-end AWS ETL pipeline with cleaning and validation, plus Power BI dashboards that made the results useful to stakeholders.
Machine Learning Engineer
Amkay Software Solutions · Ahmedabad, India
Developed receipt extraction with TensorFlow and OCR. Led a five-person CRM team, owning backend architecture and four-tier access control.
THE FOUNDATIONS
Big Data Analytics
Postgraduate Diploma · Lambton College, Canada
Information Technology
Bachelor of Engineering · Gujarat Technological University
05 / MAKE THE NEXT MOVETHE CANVAS IS OPEN.
LET’S BUILD
SOMETHING
THAT MATTERS.
↗A project, a role, or an interesting problem.
I’d like to hear what you’re thinking.