01 / Context intelligence / TypeScript systemsActive repository
CAPSULE
A TypeScript monorepo for building context-aware LLM applications with reusable packages and a browser extension.
CONTEXT / ENGINEView case study
AI ENGINEER / DEVELOPER
PUNE, INDIA
B.E. MECHANICAL ENGINEERING
AISSMS COE / 2028
EngineeringIntelligence.
Designing and building intelligent systems that solve real-world problems.
SCROLL TO EXPLORE
Machine Learning
Generative AI
AI Systems
Software Engineering
02 — ABOUT
About me.
I am an engineering student exploring the intersection of artificial intelligence, software engineering, and real-world systems.
My interests lie in understanding how intelligent systems work, how they can be orchestrated, and how complex technical ideas become practical products. I believe in building, experimenting, questioning assumptions, and learning through implementation.
03 — DEVELOPMENT JOURNEY
01 / 03Learning.
Building.
Evolving.
2024
FOUNDATIONS
Programming, software development, and engineering fundamentals.
Early software work2025
EXPERIMENTATION
Web development, automation, AI tools, and independent projects.
Full-stack and tooling experiments2026
INTELLIGENT SYSTEMS
Machine learning, neural networks, LLMs, agents, and system orchestration.
ISRO, Jarvis, Capsule, and systems work04 — TECHNICAL LANGUAGE
02 / 03What I work with.
PROGRAMMING
PythonJavaScriptTypeScriptC++
Languages visible across the audited repositories.
MACHINE LEARNING
NumPyPandasscikit-learnPyTorchXGBoost
Used in the space-weather and intercept-prediction work.
GENERATIVE AI
OllamaWhisperHugging FaceTransformersLLM interpretation
Local inference, voice systems, and model-serving experiments.
AI SYSTEMS
Agent workflowsTool executionMemoryProvider SDKsEvaluation
Explored through Jarvis and Capsule architecture.
BACKEND
Next.jsFastAPIREST APIsSupabaseSQL
Visible in the audited full-stack and API projects.
TOOLS
GitGitHubDockerVitePlaywright
Build, testing, packaging, and repository workflows.
05 — SELECTED SYSTEMS
The builds.
Seven projects. Different surfaces. One question: how does an idea become a working system?
02 / AI search / full-stack platformActive repository
ELECTRO HUB
An AI-assisted component-search platform combining a Next.js application, Prisma data layer, Typesense search, and a Python AI worker.
SEARCH / SIGNALView case study
03 / Machine learning / space weatherActive repository
TRINETRA
An end-to-end ML pipeline for solar electron-flux forecasting with multiple model families and forecast horizons.
FORECAST / ORBITView case study
04 / Desktop systems / media processingDesktop application
VMT
A Python desktop media toolkit with a PySide6 interface, FastAPI backend, FFmpeg processing, and an extension package format.
MEDIA / PIPELINEView case study
05 / LLM agents / voice systemsExperimental build
JARVIS V2
A local Python voice assistant organized around intent routing, memory, plugins, speech input, local inference, and tool execution.
VOICE / AGENTView case study
06 / Interactive visualization / ReactExperimental build
GIT VISUALIZER
A multi-view visualization application for project relationships, research loops, contradictions, and cognitive patterns.
GRAPH / MEMORYView case study
07 / Embedded systems / IoTHardware project
PILL BOX
An ESP32 medication-reminder concept with modular firmware, cup-weight verification, local storage, cloud sync, and a caregiver dashboard.
SENSE / RESPONDView case study
08 / Full-stack / CAD web platformExperimental build
CREO VAULT
A modern web platform for engineering precision with CAD integration, built with React, Vite, and Three.js for 3D visualization.
CAD / WEBView case study
09 / Healthcare / Full-stack Next.jsActive repository
EYE CARE
A comprehensive healthcare platform for Asian Eye Hospital with appointment booking, doctor profiles, blog, and Sanity CMS integration.
HEALTH / WEBView case study
10 / E-commerce / Fashion retailExperimental build
JAY SHANKAR
A modern Indian fashion retail homepage concept with React, Vite, and Tailwind CSS featuring product showcase, cart, and responsive design.
FASHION / RETAILView case study
11 / Brand website / FashionExperimental build
JAY SHANKAR
A premium brand website for Jay Shankar clothing from Kolhapur with immersive hero, collections, and storytelling-focused design.
BRAND / STORYView case study
12 / Data visualization / Space weatherActive repository
ISRO DASH
A Next.js dashboard for the ISRO space weather hackathon with Plotly.js visualizations, real-time solar data display, and interactive charts.
SPACE / DATAView case study
13 / Geospatial / Drone analyticsExperimental build
GEOMAPPER
A comprehensive drone mapping and site intelligence platform with 3D visualization, interactive maps, machine tracking, and CAD integration demos.
GEO / DRONEView case study
14 / Interactive 3D / Computer visionExperimental build
SOLAR SYS
A WebGL solar system controlled by hand gestures via MediaPipe — dual-hand particle field manipulation, planet focus, and orbital mechanics simulation.
GESTURE / 3DView case study
15 / Gaming / Marketing siteExperimental build
VAL MOBILE
A high-fidelity marketing website concept for VALORANT Mobile with interactive agent showcase, soundtrack terminal, pre-registration flow, and tactical HUD aesthetic.
GAME / BRANDView case study
16 / Creative / Interactive experienceExperimental build
VALENTINE
A playful Valentine's Day interactive hub with multiple mini-experiences: question game, mini-game, and a "will you be my valentine" flow — all in a single-page navigation.
CREATIVE / FUNView case study
17 / E-commerce / DevotionalExperimental build
GANPATI
A React-based e-commerce frontend for devotional products with category browsing, product cards, and cart functionality.
DEVOTION / SHOPView case study
18 / IoT / Environmental monitoringActive repository
AEROGUARD
Enterprise-grade IoT environmental monitoring platform with real-time sensor telemetry, EPA/ASHRAE threshold alerts, WebSocket notifications, and mathematical sensor simulation.
IOT / ENVView case study
19 / Full-stack / Media platformActive repository
VMT TOOLKIT
Modern full-stack media platform with React 19, Vite 7, Express, Supabase, Radix UI, and Framer Motion — comprehensive component library with authentication and analytics.
MEDIA / TOOLKITView case study
20 / AI integration / Browser extensionExperimental build
HERMES BRIDGE
Local integration bridge connecting ChatGPT Web with Hermes Agent CLI through a Chromium extension and authenticated Python gateway — reduces manual copy/paste while retaining Hermes security.
AI / BRIDGEView case study
21 / Automation / Financial dataActive repository
NEWS BOT
Automated market news digest delivered to Telegram 3× daily (10 AM, 12 PM, 10 PM IST) on weekdays. Fetches 40+ RSS feeds, summarizes via Nvidia/Hermes (moonshotai/kimi-k3), runs free on GitHub Actions.
FINTECH / AUTOView case study
22 / Voice AI / PythonExperimental build
JARVIS V1
Original intelligent voice-controlled assistant with real-time speech recognition (Whisper), AI responses (Ollama Llama 3.1), command execution, and text-to-speech feedback.
VOICE / V1View case study
23 / 3D interaction / LibraryActive repository
GESTURE 3D
Universal 3D gesture control library with MediaPipe Hands + Three.js. Zero runtime dependencies, ~18KB gzipped. Provides pinch, grab, point, swipe gestures for any Three.js scene.
GESTURE / LIBView case study
24 / Security / Password managerExperimental build
SECRET VLT
Local-first encrypted vault for secrets, API keys, and credentials with client-side encryption, zero-knowledge architecture, and browser extension integration.
SEC / VAULTView case study
25 / Geospatial / SaaS platformExperimental build
DRONE SAAS
Multi-tenant drone mapping SaaS with project workspaces, orthomosaic processing pipelines, volume analytics, and client-facing dashboards.
GEO / SAASView case study
26 / ML / Model zooExperimental build
PRED MODELS
Curated collection of production-ready ML models: time-series forecasting, classification, regression — with unified API, Docker serving, and benchmark suite.
ML / ZOOView case study
27 / Marketing / CADExperimental build
CREO LAND
High-conversion landing page for CreoVault CAD platform — hero with 3D viewer, feature grid, testimonial carousel, and waitlist capture with email automation.
CAD / LANDView case study
28 / Media tools / CLIExperimental build
VMT YTDL
Feature-rich YouTube downloader with yt-dlp backend, format selection, sponsor block removal, metadata embedding, and batch processing — GUI and CLI.
MEDIA / YTDLView case study
DRAG / SWIPE / SCROLL
06 — RESEARCH / EXPERIMENTATION
03 / 03Beyond the build.
01
Context efficiency for LLM applications
OBJECTIVE
How can context operations become reusable system primitives?
APPROACH
Token budgeting, semantic deduplication, ranking, provider boundaries, and package composition.
02
Physics-informed forecasting
OBJECTIVE
How should physical signals become features for multi-horizon prediction?
APPROACH
Solar electron-flux data, physics-informed features, classical ensembles, and neural models.
03
Local voice agents
OBJECTIVE
What modules are required between speech input and a safe system action?
APPROACH
Whisper transcription, Ollama inference, memory, plugins, executor boundaries, and speech output.
04
Embedded intelligence
OBJECTIVE
How can software signals reflect a physical-world state?
APPROACH
ESP32 firmware, sensor modules, local storage, cloud sync, and caregiver-facing interfaces.
07 — CONTACT
LET'S CONNECT