Aerospace × AI/ML Engineer · Hyderabad

Mahin Nandipa
Aerospace × AI/ML

Fresher ML Engineer with B.Tech Aerospace Engineering (VIT Bhopal) + PG Certificate AI & ML (IIIT Hyderabad). Bridging domain-deep aerospace knowledge with LLMs, RAG pipelines, PINN physics modelling, and orbital mechanics — end to end.

LLMs & RAG LoRA Fine-Tuning LangChain FastAPI PyTorch Orbital Mechanics SGP4 Propagation Anti-Drone AI HuggingFace

View SSA Trilogy GitHub ↗ LinkedIn ↗

+34pp

CodeBLEU Gain

600+

Platforms Tracked

8.23

B.Tech CGPA

Live Platform

ORBITIQ-X

Full-stack aerospace intelligence platform — FastAPI backend, Next.js Mission Control dashboard, orbital Digital Twin, conjunction engine, Knowledge Graph, GraphRAG, and multi-agent AI. 557/557 tests passing. Deployed on Railway + Vercel.

Full-Stack Platform

ORBITIQ-X Mission Control

Production-grade Space Situational Awareness platform. 50K+ object orbital globe with GPU instancing, live conjunction detection, Digital Twin propagation, Knowledge Graph with vis-network, GraphRAG with Anthropic, multi-agent AI workflows, JWT RBAC auth, Prometheus + Grafana observability. Built across 15 engineering phases.

Orbital Globe Digital Twin Conjunction Engine Knowledge Graph GraphRAG AI Agents FastAPI Next.js 14 PostgreSQL Redis Neo4j

🚀 Live Platform ↗ GitHub ↗

Flagship Demos

The SSA Trilogy

Three client-side aerospace visualization demos — single-file, no backend, publicly deployed — covering space situational awareness, orbital intelligence, and live threat monitoring. (For the full-stack production platform, see ORBITIQ-X below.)

Frontend Demo

ORBITIQ NEXUS

Orbital intelligence command centre with live density heatmaps, a Knowledge Graph canvas, nine SSA modules, and an AI Copilot — backed by a Cloudflare Worker proxy for real-time space weather and conjunction data.

Orbital Heatmap Conjunction Analysis Knowledge Graph Space Weather AI Copilot Debris Forecast NOAA APIs Cloudflare Worker

mahin-aeroai.github.io/ORBITIQ-NEXUS

Propagation Engine

ORBITIQ Explorer v2

Single-file 140KB HTML. SGP4 propagation, ISS/Starlink/NavIC real-time tracking, 3D globe, pass predictor (Hyderabad default), asteroid intelligence via NASA NeoWS, space weather overlays.

SGP4 ISS Tracking NavIC NASA NeoWS 3D Globe Pass Predictor

Live Deploy ↗

Ops Monitoring

ASTRA WATCH

Eight-module live ops platform. Real-time ISS tracking, Chart.js visualisations, electric amber on ops-navy branding — monitoring threats and trajectories in continuous ops mode.

Live ISS Chart.js 8 Modules Threat Monitor Trajectory

Live Deploy ↗

Projects

All Builds

🗂️

enterprise_os

EKMS — MMDI ONE

Enterprise operating platform for MMDI. Next.js 16, React 19, TypeScript, Supabase — 31 workspace modules across Operations, Manufacturing, Finance, and Compliance, plus an AI Copilot with 16 grounded tools and a from-scratch cost-estimation engine.

Next.js 16 React 19 TypeScript Supabase

46 routes · 0 lint errors

GitHub Live ↗

⚡

llm_finetune

CodeGen RAG System

LoRA fine-tuned Salesforce/CodeGen-350M on A100 GPU. Four tasks: program synthesis, documentation generation, commit messages, Python↔Java/C++ translation. +34pp CodeBLEU across tasks.

LoRA r=16 PyTorch HuggingFace A100 GPU PEFT CoDocBench

↳ +34pp CodeBLEU (confirmed)

GitHub

〜

physics_ai

Anti-Drone PINN

Physics-Informed Neural Network for aeroacoustic drone detection. 2D wave equation governing model, Fourier-feature PINN, FFT/STFT signal processing, Streamlit dashboard — deployed to Streamlit Community Cloud.

PyTorch PINN Streamlit FFT/STFT Wave Equation

↳ Live on Streamlit Cloud

GitHub Live Demo ↗

⊕

full_stack

AeroLens

India's open-source aerospace industry intelligence platform. Oracle DDL schema, .NET 8 Web API (60+ endpoints), Bootstrap 5 frontend, 10 modules — 87 Indian aerospace companies with CEOs, live projects, job openings.

.NET 8 Oracle DB Bootstrap 5 Railway.app REST API

↳ 87 companies · 80+ jobs · 150+ projects

GitHub

◈

intelligence_db

AeroIntel DB

600+ platform aerospace intelligence database — single-file HTML (~1MB). Full detail panels, Wikipedia REST API integration, offline AI fallback covering Skyroot, Tejas, BrahMos, AMCA, PSLV, DRDO UAVs, S-400.

Vanilla JS Wikipedia API GitHub Pages 600+ Platforms

↳ 600+ platforms indexed

GitHub Live ↗

◉

education_spa

Space Data Intelligence Hub

Two-phase educational SPA covering 24 space data modules. All assets inlined as SVG (no external hotlinks). Deployed to GitHub Pages — covers orbital mechanics, SSA, GNSS, remote sensing and more.

Vanilla JS SVG GitHub Pages 24 Modules

GitHub Live ↗

▦

erp_system

SignERP v2

Single-file HTML ERP for soft signage and LED fabrication businesses. Cost estimation, project tracking, client management. Deployed live on GitHub Pages.

HTML5 Vanilla JS GitHub Pages ERP

GitHub Live ↗

Capabilities

Skills & Stack

LLMs & Generative AI

LLMs RAG Pipelines LoRA Fine-Tuning LangChain HuggingFace Prompt Engineering FAISS / Vector DBs PEFT

ML & Deep Learning

PyTorch TensorFlow scikit-learn NLP Physics-Informed NN XGBoost Transformers Computer Vision

Aerospace Domain

SGP4 Propagation SSA Anti-Drone Systems Avionics UAV Systems Composites / VARTM NDT STM32 / Embedded DO-178C

Backend & APIs

Python FastAPI Next.js Supabase .NET 8 REST APIs Oracle DB SQL JWT Auth Streamlit

Frontend & Visualisation

React TypeScript HTML5 / CSS3 JavaScript Chart.js Bootstrap 5 SVG / Canvas Responsive Design

Tools & DevOps

Git / GitHub GitHub Actions GitHub Pages Cloudflare Workers Railway.app Netlify Google Colab / A100 VS Code

Background

Experience & Education

Oct 2025 — Apr 2026

Python Developer

Punctilious / MMDI · Contract

Built EKMS ("MMDI ONE"), a 31-module enterprise operating platform (Next.js 16, React 19, Supabase) for MMDI's operations, manufacturing, and compliance workflows, plus an AI Copilot with 16 grounded tools.

Next.js Supabase TypeScript

Sep 2025 – 2026 · IIIT Hyderabad · Group 39

Capstone Lead — CodeGen RAG

PGCP AI & ML, Batch 26

Led Group 39 capstone project. LoRA fine-tuned CodeGen-350M (r=16, α=32) on A100 GPU. +34pp CodeBLEU improvement (72% absolute) across four code generation tasks. Supervised by Prof. Anil Neelkanti; mentored by Pawan Baswani and Nayan Anand.

LoRA PyTorch A100 Team Lead

Jun 2024 – Apr 2025

Intern — Anti-Drone Detection

Dautya Aerospace

Acoustic detection system for counter-drone applications. Composite manufacturing (VARTM), NDT inspection, STM32 embedded integration. Contributed to signal processing pipeline for drone acoustic signature classification.

STM32 VARTM NDT Acoustics Composites

🎓

Post Graduate Certificate — AI & ML

IIIT Hyderabad × TalentSprint × Accenture

Batch 26 · Sep 2025 – 2026 (expected) · LLMs · GenAI · Deep Learning · NLP

🚀

B.Tech — Aerospace Engineering

VIT Bhopal University

2021–2025 · CGPA 8.23 / 10 · Head of Outreach, SEDS NEBULA

Mahin Nandipa Aerospace × AI/ML

ORBITIQ-X

ORBITIQ-X Mission Control

The SSA Trilogy

ORBITIQ NEXUS

ORBITIQ Explorer v2

ASTRA WATCH

All Builds

EKMS — MMDI ONE

CodeGen RAG System

Anti-Drone PINN

AeroLens

AeroIntel DB

Space Data Intelligence Hub

SignERP v2

Skills & Stack

Experience & Education

Open to Opportunities

Mahin Nandipa
Aerospace × AI/ML