I build machine learning systems that actually ship — forecasting pipelines on AWS, agentic LLM workflows, and on-device ML inside Android apps. Currently a final-year CSE (AI & ML) undergrad splitting time between a cloud & data internship and production mobile work.
class Angelina:
role = "AI/ML Engineer"
education = "B.Tech CSE (AI & ML) @ BML Munjal University, '27"
day_job = ["Cloud & Data Intern @ Adani Enterprises",
"Android Developer @ Remote Data Solutions"]
building = ["multi-agent LLM copilots", "solar generation forecasting",
"on-device OCR pipelines"]
shipped = ["bharatpay-mcp → PyPI", "ROU Track → Play Store"]
learning = ["MLOps: MLflow · DVC · Evidently", "DSA in Java", "System design"]
def reach(self): return "guptaangelina.5.10@gmail.com"🔭 What I'm working on right now
- Badi Sid, Adani Enterprises — ML fault-classification pipeline over ~220M rows of SCADA telemetry from the Badi Sid solar plant (LightGBM). Now extending the same approach to wind turbine assets.
- PRAKAT — a LangGraph multi-agent co-pilot that drafts and compliance-checks SME IPO offer documents against SEBI ICDR regulations. Shortlisted to the prototype round of the SEBI Securities Market TechSprint @ GFF 2026.
- EV Track — dual-engine on-device OCR (PaddleOCR via ONNX Runtime + ML Kit) that reads EV scooter dashboards and merges both engines' output with per-field confidence arbitration.
- First Point Elevator — designing and building the website for an elevator brand in Jaipur: dark-luxe brand system, cinematic hero, and custom Figma plugin tooling to keep the design system in sync.
| Area | Tools |
|---|---|
| AI / ML | Python · scikit-learn · LightGBM · Prophet · PyTorch · pandas · NumPy |
| LLMs & Agents | LangChain · LangGraph · MCP · RAG · tool-use loops · Groq |
| Data & Cloud | AWS S3 · Glue · Athena · SageMaker · Lambda · API Gateway · Docker |
| Backend | FastAPI · Node.js · Express · REST · JWT · Socket.IO · PostgreSQL · MongoDB |
| Frontend | Next.js · React · TypeScript · Tailwind CSS |
| Mobile | Kotlin · Java · Android SDK · CameraX · Room · WorkManager · ONNX Runtime |
| MLOps & Dev | MLflow · DVC · GitHub Actions · Git · Linux · Postman · Figma |
| Project | What it does | Stack |
|---|---|---|
BharatPay MCP pip install bharatpay-mcp |
Open-source MCP server exposing seven Indian fintech tools — IFSC, PAN, GSTIN, pincode, mutual-fund NAV, UPI VPA and INR formatting — to any LLM client. 17 unit tests, published to PyPI. | Python · MCP · pytest |
| TaskFlow | Multi-tenant project management app with an agentic AI layer: velocity intelligence plus a tool-use loop the model drives itself. Multi-tenant RBAC, dual-token JWT, realtime updates. | Next.js · Node · Socket.IO · Groq Llama 3.3 70B |
| Bhadla Solar Forecasting | End-to-end day-ahead generation forecasting for a utility-scale solar plant. Quantile regression + physics-informed features; 93% improvement over the persistence baseline on an Oct–Dec 2024 holdout. | AWS S3/Glue/Athena/SageMaker · LightGBM · Prophet · pvlib · Lambda · Next.js |
| Learning Assistant | Agentic study planner that does RAG over your own course material and plans what to study next. | Python · LangGraph · RAG |
| EV Track | Android app that reads EV scooter dashboards on-device — odometer, battery, range — and turns charge sessions into a battery health score. Two OCR engines run concurrently and their outputs are merged with confidence arbitration. | Kotlin · CameraX · PaddleOCR (ONNX) · ML Kit · Room |
| ROU Track (Play Store) | Field location-tracking app with offline-first auth, a WorkManager service watchdog and FFmpeg video compression. | Java · Android · PHP/MySQL |
