Skip to content
View Izumi6's full-sized avatar

Block or report Izumi6

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Izumi6/README.md

Hey, I'm Suyash 👋

AI Engineer · ML Researcher · Technical Product Manager

Portfolio LinkedIn Email DOI


I build production AI systems and ship products. From ML pipelines and neural network research to user-facing applications — I bridge the gap between research and real-world impact.

Currently focused on LLM agent architectures, neuromorphic computing, and applied machine learning for security and NLP.


🧬 Research

FAMM: Future-Aware Adaptive Memory Management Framework for Long-Term Autonomous LLM Agents

A novel memory management framework for long-term autonomous LLM agents — addressing context limitations, memory degradation, and inefficient retrieval through adaptive memory organization and future-aware context prioritization.

📄 Read Paper (PDF) · 🔗 DOI: 10.5281/zenodo.21168000


🧠 AI/ML Projects

Project Description Tech
Neuromorphic Computing SNN Bio-inspired spiking neural network architecture for energy-efficient signal classification Python · TensorFlow · SNN
Email Spam Detection ML classifier with NLP preprocessing and probabilistic filtering Python · Scikit-learn · NLP
Fake News Detection NLP-powered misinformation classifier with text analysis Python · NLP · ML
Movie Recommendation Collaborative filtering recommendation engine Python · ML
Network Intrusion Detection ML-based cybersecurity system for real-time traffic analysis Python · Cybersecurity
AI API Security Monitor Intelligent API threat detection using anomaly detection Python · API Security

🚀 Deployed Web Applications

Project Description Links
WorkSphere OS Enterprise workflow & team management platform (JWT, MongoDB, Express) 🌐 Live
CloudSecure Enterprise cloud security platform 🌐 Live
Price Pulse Smart shopping analytics & price tracking 🌐 Live
Smart Study Planner Study planner with Google Auth 🌐 Live
Edunet Education analytics dashboard 🌐 Live

🔧 Systems & IoT

Project Description Tech
RFID Car Ignition System NFC/RFID-based smart vehicle authentication system C++ · RFID · Embedded

🛠️ Tech Stack

AI/ML        → Python · TensorFlow · Scikit-learn · NLP · SNN · Neural Networks
Full-Stack   → React · Next.js · Node.js · TypeScript · JavaScript · Three.js
Cloud        → AWS · Docker · Vercel · PostgreSQL · REST APIs
Embedded     → C++ · RFID/NFC · Arduino · Embedded Systems
Product      → Agile · Data Science · Jupyter · Analytics

Open to AI engineering roles, research collaborations, and technical product management opportunities.

suyashvakhariya.com

Popular repositories Loading

  1. codes codes Public

    Forked from GetSomeSleepBro/codes

    SPPU PRACTICAL CODES & PROGRAMS | SE | FDS, OOPCG, DSA, MP

    C++

  2. neuromorphic-computing-snn neuromorphic-computing-snn Public

    Spiking Neural Networks for event-driven computing and low-power inference

  3. Email-Spam-Detection-System- Email-Spam-Detection-System- Public

    Machine Learning–based Email Spam Detection System using TF‑IDF text features and a Multinomial Naive Bayes classifier to classify emails as spam or ham, including training pipeline, evaluation met…

    Python

  4. RFID-Based-Car-Ignition-System RFID-Based-Car-Ignition-System Public

    RFID-based secure car ignition prototype using Arduino and RFID authentication to prevent unauthorized vehicle start and reduce false triggering.

    C++

  5. Fake-News-Detection-System Fake-News-Detection-System Public

    "Machine Learning–based Fake News Detection System using TF‑IDF features and a Logistic Regression classifier to distinguish fake from real news, including training pipeline, evaluation metrics, an…

    Python

  6. Movie-Recommendation-System Movie-Recommendation-System Public

    "Content-based Movie Recommendation System using TF‑IDF on genres and plot overviews with cosine similarity to suggest similar movies, including data preprocessing, similarity computation, and reco…

    Python