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Aditya Guha
Robotics, AI Engineer & Applied ML Developer
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About

Selected Projects
01

MacBenchForge

Native C++ LLM benchmarking suite built exclusively for Apple Silicon Macs. Leverages Metal GPU acceleration via llama.cpp, real-time hardware telemetry, HuggingFace model browser, and a glassmorphic dark UI with live Chart.js visualizations. Zero Node.js, zero Electron.

C++17llama.cpp Metal GPUmacOS Vanilla JS
Project Page ↗ GitHub ↗
02

NexusAgent

A local-first ReAct agentic AI assistant with SSE streaming, multi-turn tool calling using Qwen3-8B via llama.cpp, and a Perplexity-style Vanilla JS frontend. Serper.dev search integration with FastAPI backend.

PythonQwen3-8B ReActFastAPI llama.cpp
GitHub ↗
03

PixelStudio Pro

Local AI image generation pipeline combining FastAPI, llama.cpp LLM inference, and ComfyUI headless with JuggernautXL. Runs fully offline on Apple Silicon with zero cloud dependency.

PythonComfyUI llama.cppFastAPI SDXL
GitHub ↗
04

TripMind

AI powered travel planning agent that generates smart multi-day itineraries using real-time weather and Google Maps data. Built with FastAPI and Google Gemini 2.5 Flash.

PythonFastAPI GeminiGoogle Places
GitHub ↗
05

MeetingMind

Multi-stage AI pipeline for real-time meeting understanding using Faster-Whisper, pyannote diarization, Ollama LLMs, and ChromaDB-based Retrieval-Augmented Generation.

PythonWhisper OllamaRAG
GitHub ↗
06

Ant-RL-Locomotion

RL-based quadruped locomotion built at DRDO. PPO agent trained in MuJoCo physics simulation using JAX and Stable Baselines3. From random flailing to a stable, controlled gait.

MuJoCoPPO JAXSB3
GitHub ↗
07

Local LLM Server

Backend infrastructure built with FastAPI to serve locally hosted large language models via structured APIs.

FastAPILLM PythonBackend
GitHub ↗
08

NeuroCourier

Multimodal AI agent supporting text and image input using locally deployed LLMs, designed for privacy-focused interaction via Telegram and WhatsApp.

PythonLocal LLM TelegramMultimodal
GitHub ↗
09

Anti-Cheat Engine

Computer vision-based AI proctoring system using face detection, gaze tracking, and behavioral monitoring to ensure examination integrity.

MediaPipeYOLOv8 Computer VisionPython
GitHub ↗
Experience
2025
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Robotics & Machine Learning Intern

DRDO R&DE(E)  ·  Pune, India

Built a reinforcement learning-based quadruped locomotion system from scratch at the Ministry of Defense's premier electronics research lab. Designed reward shaping functions, trained PPO agents in MuJoCo, and iterated on gait stability across uneven terrain using JAX and Stable Baselines3.

2024
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Campus Lead

Google Developer Student Clubs  ·  BVDU DET

Led AI/ML workshops, organized hackathons, and mentored junior developers. Built a hands-on curriculum around practical ML and full-stack projects to grow technical depth within the chapter.

2023
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Executive

Geeks for Geeks  ·  BVDU DET NM Chapter

Served as an executive member, contributing to technical event planning, coding workshops, and community engagement initiatives across the campus.

2023
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Public Relations Executive

Bharati Vidyapeeth Deemed University  ·  Navi Mumbai, India

Managed public relations, student outreach, and external communications for university events and campus initiatives.

2023
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Campus Champ

Google Developer Student Clubs  ·  BVDU DET

Represented the chapter as a Google-recognized campus champion, driving developer engagement through technical talks, study jams, and peer mentoring. Coordinated cross-campus events and fostered a community of aspiring developers around Google technologies.

Skills
AI / ML
Reinforcement Learning LLM Fine-tuning QLoRA / MLX RAG Pipelines Agentic AI Computer Vision YOLOv8
Frameworks & Tools
PyTorch JAX FastAPI llama.cpp Ollama MuJoCo ComfyUI LangChain
Languages
Python C++ JavaScript SQL Bash
Infrastructure
Linux (Ubuntu) CUDA Docker Tailscale GitHub Actions
Content Creation
YouTube

Shorts &
Reels

Breaking down LLMs, local AI setups, hardware builds, and robotics for developers. Fast-format. No fluff. Just the signal.

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Instagram

Behind
The Build

Behind-the-scenes of projects, dev setups, and the messy process of going from idea to deployed AI system.

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Contact Mail
ADI@
ADITYAGUHA.TECH