Lead Full Stack & AI/ML Engineer · Founding Engineer · University Gold Medalist
I turn complex workflows into software people can use — connecting interfaces, backend systems, and AI.
I'm a Lead Full Stack + AI/ML Founding Engineer at Fasteroutcomes, building Legal AI that helps turn complex documents into useful insights and supports research and case preparation.
I've built across two very different environments: the early decisions of founding engineering roles at Fitbots and Fasteroutcomes, and the demands of enterprise platforms at IBM and Publicis Sapient.
That range shapes how I work: understand the problem, connect the layers, and build toward a product people can depend on. My canvas spans frontend experiences, backend architecture, retrieval systems, and AI workflows.
My engineering ambition: make powerful systems feel effortless to use.
🎓 University Gold Medalist · Master's in Computer Application
At Fasteroutcomes, I'm working on a Legal AI platform that brings together document processing, retrieval, and language models to support legal work.
| Engineering focus | Product purpose |
|---|---|
| Document intelligence | Turn large, complex legal documents into information people can work with. |
| Retrieval-augmented generation | Connect language models with relevant legal information using search and vector databases. |
| AI workflows | Bring models, retrieval, and orchestration together to support research and case preparation. |
| Full-stack product development | Connect the user interface, application services, and AI systems into a cohesive product. |
Working stack: React · Next.js · Python · LangChain · LangGraph · OpenRouter · Elasticsearch · Vector databases · Temporal · n8n · AWS
| Area | Technologies |
|---|---|
| Languages | TypeScript, JavaScript, Python, Java |
| Frontend | React, Next.js |
| Backend | Node.js, FastAPI, NestJS |
| AI & ML | LangChain, LangGraph, OpenAI, OpenRouter, Hugging Face, TensorFlow, custom ML models |
| Search & retrieval | RAG, Elasticsearch, vector databases |
| Workflows & automation | Temporal, n8n |
| Cloud & infrastructure | AWS, Docker, Kubernetes |
| Company | Role | Timeline |
|---|---|---|
| Fasteroutcomes | Lead Full Stack + AI/ML — Founding Engineer | Aug 2025–Present |
| IBM | Full Stack Experience Engineer | Dec 2024–Aug 2025 |
| Publicis Sapient | Senior Full Stack Experience Engineer | Apr 2022–Dec 2024 |
| Fitbots (OKRs) | Senior Software Engineer — Founding Frontend Engineer | Sep 2018–Apr 2022 |
I'm interested in conversations about AI products, full-stack systems, and building from zero — especially where complex information needs to become a clear, useful experience.
Bring the problem. Let's explore what we can build.
- 🌐 Explore: mehuljari.in
- 💬 Connect: LinkedIn
- ✍️ Read: Medium
- 💻 Browse: GitHub repositories
- 🧩 Practice: LeetCode
Build with purpose. Engineer with depth. Make it feel simple. ✨