ankit.systems

Systems & Software Projects

Open-source repositories, system architectures, and production applications built under constraints.

Intel SGX Confidential Computing Backend

Hardware-Enforced Private Document Processing

Research & Core Systemssys_spec_v1.0
0xACF7B // SYS_NODE

Intel SGX Confidential Computing Backend

Hardware-Enforced Private Document Processing

A hardware-isolated processing backend utilizing Intel SGX enclaves to protect memory-intensive document analysis pipelines from privileged cloud threats.

Architecture & System Design

Untrusted Java Backend -> JNI Interface -> Secure Intel SGX C++ Enclave. Enclave memory boundaries configured to respect a ~16 MB trusted memory (EPC) footprint.

Intel SGXC++JavaJNIAzure Confidential VMsAWS KMSAES-GCM

GeoVision Deterrence System

Smart India Hackathon National Winner — Government R&D Category

Production Engineeringsys_spec_v1.0
0xACF7B // SYS_NODE

GeoVision Deterrence System

Smart India Hackathon National Winner — Government R&D Category

An offline-first geospatial analytics platform and edge AI deterrence loop engineered for network-denied tactical environments.

Architecture & System Design

Local Data Ingestion Node -> Hybrid Motion Matcher Engine -> Three.js Volumetric UI. Connected via serial command strings to Arduino-driven pan/tilt spotlights.

Three.jsPythonYOLOv11NCNNArduinoWebSocketsNode.jsRBACShapelySQLite

5-Layer Universal Scheduling Engine

Operations Research at Loughborough University

Research & Core Systemssys_spec_v1.0
0xACF7B // SYS_NODE

5-Layer Universal Scheduling Engine

Operations Research at Loughborough University

An AI-assisted scheduling and dynamic resource allocation engine developed for complex, high-throughput logistical networks.

Architecture & System Design

Spatial Distance Matrix & Availability Parser -> Integer Programming Formulator -> Google OR-Tools CP-SAT Solver -> Allocation Visualizer.

Google OR-ToolsCP-SATPythonInteger ProgrammingHeuristics

Tactical Edge Wildlife Analytics

Knowledge Distillation on Raspberry Pi & ESP32

Research & Core Systemssys_spec_v1.0
0xACF7B // SYS_NODE

Tactical Edge Wildlife Analytics

Knowledge Distillation on Raspberry Pi & ESP32

An energy-efficient, distributed edge intelligence network deployed on low-cost hardware for wildlife monitoring and physical deterrence.

Architecture & System Design

ESP32-CAM (HTTP Streamers) -> Raspberry Pi 5 Node (YOLO-seg NCNN) -> Mesh Communication Network -> Servo Spotlight Actuators.

Grounding DINOSAMYOLOv8/11-segONNXNCNNRaspberry Pi 5ESP32-CAMArduino

JambaGrad Platform

Scalable Student Collaboration Portal

Production Engineeringsys_spec_v1.0
0xACF7B // SYS_NODE

JambaGrad Platform

Scalable Student Collaboration Portal

A production-grade web platform built to handle heavy client collaboration, real-time feedback, and secure log monitoring.

Architecture & System Design

Next.js Frontend -> Node.js Backend with WebSockets -> MongoDB Database. Enforced logging via Wazuh SIEM/XDR.

Next.jsNode.jsWebSocketsMongoDBWazuh SIEMJWTDockerHuggingFace TransformersOpenAI APIGemini API

JambaGrad Recommendation Engine & LLM Gateway

Content-Based Ranking + Multi-Provider AI Metering Layer

Production Engineeringsys_spec_v1.0
0xACF7B // SYS_NODE

JambaGrad Recommendation Engine & LLM Gateway

Content-Based Ranking + Multi-Provider AI Metering Layer

The recommendation, engagement, and AI-metering layers behind JambaGrad — matching users to opportunities and safely gating multi-provider LLM calls at production scale.

Architecture & System Design

Skill/interest overlap scoring + recency-decayed trending score -> ranked feed via hybrid push/pull fan-out. Separately, a multi-provider LLM gateway (OpenAI, Gemini) in front of AI features with pre-flight cost estimation, atomic credit reservation, and an immutable transaction ledger.

Node.jsMongoDBRedisOpenAI APIGemini API

HawkEye UAV Platform

UAV Video Intelligence & Geospatial Detection Platform (Government R&D Program)

Research & Core Systemssys_spec_v1.0
0xACF7B // SYS_NODE

HawkEye UAV Platform

UAV Video Intelligence & Geospatial Detection Platform (Government R&D Program)

A drone full-motion-video intelligence platform built during a Government of India R&D internship: telemetry decoding, ground geolocation, and multi-modal detection over UAV feeds.

Architecture & System Design

Dual telemetry pipeline (MISB KLV decode + OCR HUD fallback) converging into one schema -> pixel-to-ground ray-casting against DEM/terrain -> 3D flight viewer -> U-Net (ResNet-34) satellite segmentation + CLAP audio detection.

PythonPyTorchU-Netsegmentation-models-pytorchCLAPOCRDEM/GeoTIFFThree.js

SpectraSam

Hyperspectral Crop/Land-Cover Classification Desktop App

Research & Core Systemssys_spec_v1.0
0xACF7B // SYS_NODE

SpectraSam

Hyperspectral Crop/Land-Cover Classification Desktop App

A desktop app that classifies hyperspectral satellite imagery pixel-by-pixel against a reference spectral library using the Spectral Angle Mapper algorithm, with a compute core that adapts automatically between CPU and GPU.

Architecture & System Design

ENVI-format I/O (no GDAL dependency) -> sensor-specific bad-band removal -> spectral resolution resampling -> tiled Spectral Angle Mapper kernel (PyTorch CUDA when available, NumPy CPU fallback) -> post-classification cleanup -> lat/lon coordinate export. FastAPI backend, React-style frontend, pywebview desktop shell (same WebView2 rendering engine as Tauri, without the Electron/Node overhead).

PythonPyTorchNumPyFastAPIpywebviewRasteriorio-tilerENVI FormatSQLite

Multi-Agent AI Orchestrator

Personal Project — Multi-LLM Tool-Calling Agent

Research & Core Systemssys_spec_v1.0
0xACF7B // SYS_NODE

Multi-Agent AI Orchestrator

Personal Project — Multi-LLM Tool-Calling Agent

A multi-LLM tool-calling agent with pluggable OpenAI, Gemini, DeepSeek, and Claude connectors, plus a Playwright-based browser automation layer.

Architecture & System Design

Autonomous agent loop -> JSON-constrained tool-selection decision (file read/write, terminal execution, workspace search) -> provider-agnostic connector interface -> Playwright automation layer for web-based AI chat UIs.

PythonPlaywrightOpenAI APIGemini APIDeepSeek API

Project Charlie

Personal Project — Offline Natural-Language-to-SQL Engine

Research & Core Systemssys_spec_v1.0
0xACF7B // SYS_NODE

Project Charlie

Personal Project — Offline Natural-Language-to-SQL Engine

A completely offline, privacy-first signal/location intelligence platform with a natural-language-to-SQL querying engine and offline mapping.

Architecture & System Design

Dual-engine parser: a deterministic rule-based engine for structural queries (~30-50ms), backed by a local HuggingFace transformer (Qwen2.5-Coder-1.5B-Instruct) for complex queries, with an optional Ollama offload path and an in-memory prompt-to-SQL cache.

PythonFastAPIHuggingFace TransformersQwen2.5-CoderOllamaSQLiteReactVite

Jambavantha Irrigation

Tata Social Enterprise Challenge Young Innovator

Production Engineeringsys_spec_v1.0
0xACF7B // SYS_NODE

Jambavantha Irrigation

Tata Social Enterprise Challenge Young Innovator

An AI-powered smart irrigation platform using environmental sensors and microcontrollers to automate closed-loop irrigation.

Architecture & System Design

ESP32 microcontroller nodes -> REST API Integrations -> Soil telemetry loop -> Closed-loop solenoid valve actuators.

ESP32C++IoT SensorsREST APIsOpenWeather API