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kasramojallal1/README.md

Kasra Mojallal

Machine Learning Engineer · LLM & Deep Learning Specialist
End-to-end AI systems: research → build → deploy → iterate


About

I build production AI across LLMs, computer vision, and retrieval—shipping reliable systems with strong MLOps/DevOps habits (cost-aware infra, CI/CD, monitoring, and iteration).


Tech Stack


Selected Work

  • Computer vision → image segmentation → structured scene understanding with LLM reasoning
  • Entity normalization & semantic matching using hybrid retrieval (lexical + embeddings)
  • Automated LLM evaluation, red-teaming, and reliability testing workflows
  • Robotics + LLM decision loops for 3D packing and spatial planning

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  1. stocktrader-deep-reinforcement-learning stocktrader-deep-reinforcement-learning Public

    End-to-end stock trading with Deep Reinforcement Learning (Gym + Stable-Baselines3) and a Django web UI for experiment control and live results.

    Python 8 1

  2. FedMod FedMod Public

    A lightweight, privacy-preserving Vertical Federated Learning framework using multi-server additive secret sharing for scalable, secure ML without heavy cryptography

    Python 7

  3. learning-from-demonstration learning-from-demonstration Public

    Learning from Demonstration (LfD) for 3D bin-packing. Record, process, and fine-tune LLMs using human demonstrations to teach optimal box placement with spatial reasoning and rotation handling.

    Python

  4. breast-cancer-stage-prediction breast-cancer-stage-prediction Public

    This repository contains machine learning models for breast cancer tumor staging, leveraging SVM, Random Forest, AdaBoost, XGBoost, and ensemble methods to provide accurate and reliable staging pre…

    Jupyter Notebook 5

  5. sentiment-analysis-playstore-imdb-reviews sentiment-analysis-playstore-imdb-reviews Public

    Various models were applied for sentiment analysis on various datasets in this research. RNN, LSTM, and Bert were the models. The datasets were google_play_store_reviews and IMDB_movie_reviews.

    Jupyter Notebook 7

  6. llm-robotic-packer llm-robotic-packer Public

    🧠📦 LLM-guided 3D bin-packing simulation using OpenAI Gymnasium. Integrates large language models for intelligent spatial decision-making with collision checks, rotation support, visual snapshots, a…

    Python 1 1