https://github.com/recker-dev/recker-dev

Last synced: 3 months ago
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Host: GitHub
URL: https://github.com/recker-dev/recker-dev
Owner: Recker-Dev
Created: 2024-02-01T19:52:17.000Z (over 2 years ago)
Default Branch: main
Last Pushed: 2025-06-02T14:08:25.000Z (12 months ago)
Last Synced: 2025-10-14T15:05:19.094Z (8 months ago)
Size: 31.3 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

🌟 Hey, I'm Recker 🚀

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🔍 Builder | 🧠 ML & GenAI Enthusiast | 🌍 Learning to leave a dent

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### 💫 About Me

Hey, I’m **Swapnendu Banik**, but I go by **ReckerDev** in the digital world 🧑‍💻
I’m **23**, currently in my final year of B.Tech at **VIT Bhopal**, and I’ve been building & breaking things in code since **2022**.

What started as an interest in **building tic-tac-toe game**
has now become a journey into **Machine Learning**, **Generative AI**, **Agentic Systems**, and even some **Game Development** 🎮.

Along the way, I’ve explored:
- 🤖 Deep Learning, NLP, LLMOps
- 🧱 Building backend systems using FastAPI, Firebase, Docker
- 🧠 Modular, scalable project structures for real-world AI apps
- 🧩 Hobbies: tweaking Linux setups, watching anime, and occasionally yelling at my broken code 😤

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### 🌟 Featured Projects

- 🩺 [**Mini-CDSS**](https://github.com/Recker-Dev/Mini-CDSS-Streamlit-Frontend) – Medical Clinical Decision Support Agentic System using LLMs and real-time search, deployed using FastAPI and Streamlit, explore the [backend](https://github.com/Recker-Dev/Mini-CDSS-FastAPI)code.
- 🌿 [**AgroSphere**](https://github.com/Recker-Dev/AgroSphere-FastAPI) – One step stop for any agriculture based queries (GenAI + Classicial ML/DL).
- 🚨 [**IoT-Based Network Attack Predictor**](https://github.com/Recker-Dev/IOT-Healthcare-Network-Traffic-Attack-Predictor) – A classical DL model working on network data, achieving 97.6% precision and 87.5% F1-score for non-attack class; deployed with FastAPI and Streamlit.
- 🔬 [**Project Sanket**](https://github.com/Recker-Dev/Project-Sanket) – ML-based Sign Language to Text translation prototype.

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### 🧪 Internship Projects

- 🔍 [**Exploring-NLP**](https://github.com/Recker-Dev/Exploring-NLP) – Classical & Modern NLP workflows: TF-IDF, Word2Vec, Transformers (DistilBERT, RoBERTa, GPT-2, T5); Text Classification, Summarization, Chatbot demos.
- 🏗️ [**PreProd Internship Work**](https://github.com/Recker-Dev/PreProd-Internship-Work) – Code contributions during internship including exploratory tasks, proof-of-concept pipelines, and preprocessing workflows.

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### 🎮 Game Development

- 🕹️ [**Mario-ish**](https://reckerdev.itch.io/mario-ish) – A 2D side-scrolling platformer built in Unity, inspired by classic Mario mechanics. Includes multiple levels, basic AI enemies, collectibles, and smooth controls.

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### 🚧 Currently...

- ⚙️ Sharpening my **DSA skills** while preparing for upcoming **placements**.
- 🧠 Exploring **Agentic AI frameworks**, especially **LangGraph** for modular reasoning systems.
- 🔧 Rebuilding core **DL/ML algorithms from scratch** to deepen intuition beyond libraries.
- 🌐 Designing a scalable **IoT-based Facial Recognition Attendance System** (edge + cloud).
- 🛠️ Leveling up in **MLops & LLMops**, with focus on production-ready modular project structures.
- 🎮 On the horizon: **game engines**, **robotics**, and **reinforcement learning** – areas I can't wait to dive into.

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### 💌 Reach Out