https://github.com/a3ro-dev/a3ro-dev
About Me
https://github.com/a3ro-dev/a3ro-dev
Last synced: about 1 month ago
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About Me
- Host: GitHub
- URL: https://github.com/a3ro-dev/a3ro-dev
- Owner: a3ro-dev
- Created: 2023-01-12T05:05:24.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2026-02-11T05:22:22.000Z (3 months ago)
- Last Synced: 2026-02-11T12:17:17.886Z (2 months ago)
- Size: 68.4 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
Akshat Singh Kushwaha
Backend Developer · AI Engineer · Automation Enthusiast
## 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 care about efficiency and robustness, not just benchmarks.
I value clean abstractions, measurable trade-offs, and software that survives contact with reality.
## Dynamic quote
## Featured projects
FAM
Voice-activated assistant for Raspberry Pi: music, task management, and game launching with modular features. Built for tight latency and power constraints.
- Speech-driven workflows with local-first execution
- Optimized for low-power Linux (Pygame, NumPy stack)
- 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 balancing usability and privacy.
- Client-side encryption with searchable content
- Semantic search without data leakage
- Minimal UI to reduce cognitive overhead
LegalEase & more
AI-powered legal assistant for Indian law (research, document analysis, drafting). Plus production systems and experiments.
- FastAPI, Python, LLM-backed workflows
- Portfolio: prototypes, deployed systems, architecture notes
## Currently
**STEMist Education** — Chapter Lead & Technical Lead. Founding the STEMist chapter at Boys' High School, Prayagraj; building a zero gate-keeping, builder-focused STEM club with hands-on workshops and demo days.
**Bits&Bytes** — Founding Member & Technical Lead. Shaping vision and running hackathons, coding workshops, and tech events for young developers; managing website, comms, and event systems.
Previously **Jr. Research Engineer** at **jhana** (Nov 2025–Jan 2026): AI-powered legal tech—WhatsApp conversational flows with Gemini voice transcription, multimodal legal consultation analysis, natural-language command parsing for document editing and version control, concurrent processing for real-time message streams.
## Tech stack
**Languages**: Python, TypeScript, Dart, Bash, SQL
**Backend & APIs**: FastAPI, Next.js, REST APIs, LangChain, Discord.py, Telegram Bot API
**AI / ML**: LLMs, OpenAI API, Groq, fine-tuning, NLP, Docker, LLMOps
**Hardware & edge**: Raspberry Pi, ESP32, Arduino
**Cloud & data**: AWS, EC2, Azure, SQLite, Pinecone, Vercel
**Tools**: Linux, Git, GitHub, CI/CD basics
## Current interests
- Efficient inference and model compression (quantization, LoRA/QLoRA, lightweight fine-tuning)
- Retrieval-augmented generation for structured and semi-structured data
- Edge and on-device AI where latency, power, and privacy matter
- Systems that stay useful under pressure—robust when sensors and inputs are noisy