u/ghostie-4-u

Anyone, by bad luck or luck by chance

Hey everyone,

​I’m looking for opportunities as a Junior Software Engineer or Security Engineer, ideally within a startup or a fast-paced engineering team where I can get my hands dirty. I just wrapped up my final project presentation and am ready to start immediately.

​Instead of just dropping a generic resume, I wanted to show what I can actually build. My latest project is a Hybrid Host-Based Intrusion Detection System (HIDS) built completely from scratch.

​What it does:

​Hardware Ingestion: Hooks directly into the kernel layer via Npcap to pull raw packet frames directly from the host's Wi-Fi chipset (specifically optimized for the Realtek 8852BE Wi-Fi 6 card).

​AI Engine: Extracts behavioral features from live traffic streams and passes them to a Random Forest classifier to detect network anomalies and DoS attacks in real-time.

​Low-Overhead Engineering: Optimized the Python data pipeline to hold background CPU utilization under 5%, proving security tools don't have to kill system performance.

​Modular Design: Built with a decoupled architecture (strict separation between the packet sniffer layer and the AI inference logic) for clean maintainability.

​My Core Stack:

​Languages: Python, SQL

​Domains: Network Security, Machine Learning, Data Pipelines, Backend Dev

​Tools: Npcap/Wireshark, Scikit-Learn, Git

​I love solving hard system-level problems and building things that bridge hardware with software. If your team is looking for a self-starter who can dive deep into documentation, write clean code, and ship features, I’d love to chat.

​Feel free to DM me here or comment below if you have an opening or want to connect!

Hey everyone,

​I’m looking for opportunities as a Junior Software Engineer or Security Engineer, ideally within a startup or a fast-paced engineering team where I can get my hands dirty. I just wrapped up my final project presentation and am ready to start immediately.

​Instead of just dropping a generic resume, I wanted to show what I can actually build. My latest project is a Hybrid Host-Based Intrusion Detection System (HIDS) built completely from scratch.

​What it does:

​Hardware Ingestion: Hooks directly into the kernel layer via Npcap to pull raw packet frames directly from the host's Wi-Fi chipset (specifically optimized for the Realtek 8852BE Wi-Fi 6 card).

​AI Engine: Extracts behavioral features from live traffic streams and passes them to a Random Forest classifier to detect network anomalies and DoS attacks in real-time.

​Low-Overhead Engineering: Optimized the Python data pipeline to hold background CPU utilization under 5%, proving security tools don't have to kill system performance.

​Modular Design: Built with a decoupled architecture (strict separation between the packet sniffer layer and the AI inference logic) for clean maintainability.

​My Core Stack:

​Languages: Python, SQL

​Domains: Network Security, Machine Learning, Data Pipelines, Backend Dev

​Tools: Npcap/Wireshark, Scikit-Learn, Git

​I love solving hard system-level problems and building things that bridge hardware with software. If your team is looking for a self-starter who can dive deep into documentation, write clean code, and ship features, I’d love to chat.

​Feel free to DM me here or comment below if you have an opening or want to connect!

I'm from India and I'm interested in Japanese culture, food, and daily life. I'd like to make Japanese friends and learn more about Japan while improving my communication skills.

In return, I can share information about Indian culture, food, traditions, and everyday life. We can chat about our hobbies, favorite foods, travel, movies, or anything interesting.

If you're interested in a language and cultural exchange, feel free to send me a message.

Nice to meet you all!

I'm open to have chat with them also connect with them. If you have same batch. Anyone who has given afsb, i would like to get some tips from you.

Hey everyone,

​I’m looking for opportunities as a Junior Software Engineer or Security Engineer, ideally within a startup or a fast-paced engineering team where I can get my hands dirty. I just wrapped up my final project presentation and am ready to start immediately.

​Instead of just dropping a generic resume, I wanted to show what I can actually build. My latest project is a Hybrid Host-Based Intrusion Detection System (HIDS) built completely from scratch.

​What it does:

​Hardware Ingestion: Hooks directly into the kernel layer via Npcap to pull raw packet frames directly from the host's Wi-Fi chipset (specifically optimized for the Realtek 8852BE Wi-Fi 6 card).

​AI Engine: Extracts behavioral features from live traffic streams and passes them to a Random Forest classifier to detect network anomalies and DoS attacks in real-time.

​Low-Overhead Engineering: Optimized the Python data pipeline to hold background CPU utilization under 5%, proving security tools don't have to kill system performance.

​Modular Design: Built with a decoupled architecture (strict separation between the packet sniffer layer and the AI inference logic) for clean maintainability.

​My Core Stack:

​Languages: Python, SQL

​Domains: Network Security, Machine Learning, Data Pipelines, Backend Dev

​Tools: Npcap/Wireshark, Scikit-Learn, Git

​I love solving hard system-level problems and building things that bridge hardware with software. If your team is looking for a self-starter who can dive deep into documentation, write clean code, and ship features, I’d love to chat.

​Feel free to DM me here or comment below if you have an opening or want to connect!

day 1 too much request and talking.

day 2 late reply

day 3 nothing

wtf is that ppl here they don't want to talk st.

Hey everyone,

I’ve been feeling pretty bored lately and realized I could really use some new people to talk to and maybe become friends with. I’m open to chatting about pretty much anything — movies, games, music, random life stuff, memes, or just how your day’s going.

I’m just looking for chill, genuine people to have good conversations with and hopefully make some long-term friends. If you’re also bored or just want someone new to talk to, feel free to message me