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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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a3ro-dev/README.md

Akshat Singh Kushwaha

Backend Developer · AI Engineer · Automation Enthusiast

Portfolio GitHub LinkedIn X Email

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At a glance

I build backend systems and AI tools under real-world constraints: limited hardware, noisy inputs, and users who value speed and clarity over complexity.
My work focuses on making language models and automation useful—especially on lightweight infrastructure and edge devices.

I value clean abstractions, measurable trade-offs, and software that survives contact with reality.

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Featured projects

FAM Assistant

Voice-enabled utilities for desktop and Raspberry Pi, built under tight latency and power constraints.

  • Speech-driven workflows with local-first execution
  • Optimized for low-power Linux environments
  • Explored trade-offs between responsiveness, accuracy, and compute

Erocabulary

Adaptive language-learning bot focused on retention and feedback loops.

  • Telegram-based conversational interface
  • Cost-aware LLM inference for scalable usage
  • UX-first design over raw model complexity

aAlem

Encrypted note-taking system exploring the balance between usability and privacy.

  • Client-side encryption with searchable content
  • Semantic search without data leakage
  • Minimal UI to reduce cognitive overhead

Explore more

Extended portfolio with production work and experiments.

  • Prototypes and deployed systems
  • Notes on architecture decisions and trade-offs

Tech stack

Languages: Python, Dart, Bash, SQL
Frameworks: FastAPI, Streamlit, LangChain, Discord.py, Telegram Bot API
AI / ML: OpenAI API, Groq, CUDA (basics), NLP tooling
Hardware: Raspberry Pi, ESP32, Arduino
Cloud & Data: AWS, Azure, SQLite, Pinecone, Vercel
Tools: Linux, Git, GitHub, CI/CD basics

Current interests

  • Efficient inference and model compression (quantization, lightweight fine-tuning)
  • Retrieval-augmented generation for structured and semi-structured data
  • Edge AI systems where latency, power, and privacy matter
  • Designing developer tools that fail gracefully
GitHub Stats Top Languages
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  1. FAM FAM Public

    Fam Assistant is a voice-activated assistant designed to run on devices like the Raspberry Pi. It integrates various functionalities such as music playback, task management, and game launching, pro…

    JavaScript 4

  2. erocabulary erocabulary Public

    This is a Python-based Telegram bot for learning English language vocabulary and grammar. The bot offers a variety of commands for different language learning purposes, such as word meanings, pronu…

    Python 5 2

  3. whatsapp_api_wrapper whatsapp_api_wrapper Public

    A comprehensive, production-ready Python wrapper around the WhatsApp Web API that provides strongly-typed interfaces, comprehensive error handling, automatic retries, and full test coverage.

    Python 1

  4. aAlem aAlem Public

    Forked from yashclouded/aAlem

    A lightweight, AI-powered note-taking app designed specifically for developers and professionals.

    Python 1