WEB APPLICATION01
Django Application Development
Developed an e-commerce web application with server-side structure and core application logic. Also worked with OTP authentication, API integration, S3-compatible storage, and Celery background tasks.
AI · Image Processing · Software
Research with purpose.
Engineering through practice.
I explore artificial intelligence and software systems through implementation, experimentation, and careful evaluation. My interests connect computer vision, image and signal processing, data analytics, and intelligent applications.
TECHNICAL APPROACH
From concepts to reproducible experiments.
I value strong foundations, thoughtful implementation, and honest evaluation. I enjoy exploring a problem, building a practical solution, measuring its behavior, and documenting the results.
IMPLEMENTATION & EXPERIMENTS
Selected technical work
SIGNAL PROCESSING02
Speech Denoising
Prepared speech audio, examined time-frequency representations using STFT, and compared denoising outputs across selected noisy intervals.
PERSIAN SPEECH AI03
ASR & Text-to-Speech
Set up local inference for a Persian TTS model and explored Persian automatic speech recognition models and workflows.
LOCAL AI04
Local Model Experiments
Ran and explored local language models and model formats, including Qwen and Gemma GGUF resources, with local inference tools.
RESEARCH DIRECTIONS
Questions worth exploring
VISION & IMAGING
Computer vision · Image processing · Medical AI · Biomedical image analysis
SPATIAL & FINANCIAL DATA
Geospatial AI · Remote sensing · Financial data analytics
INTELLIGENT SYSTEMS
Multimodal AI · LLMs · RAG · Intelligent agents · Object tracking
EFFICIENT COMPUTING
Efficient and green AI · Local inference · Resource-aware methods
TECHNICAL TOOLKIT
Tools & technologies
PROGRAMMING
Python · PHP · SQL · Django · REST APIs · FastAPI (familiarity)
SCIENTIFIC COMPUTING
NumPy · Pandas · SciPy · scikit-learn · Matplotlib · Seaborn · Jupyter
AI & DATA
PyTorch · OpenCV · Hugging Face · Transformers · RAG · LangChain / LangGraph (familiarity)
SYSTEMS & TOOLS
Debian Linux · Git · Docker · Incus/LXC · Ollama · n8n · MCP
INDEPENDENT STUDY
Financial markets & data
Alongside technical interests, I independently follow blockchain and cryptocurrency markets, Iran's stock market, and U.S. equity markets, including the Nasdaq and S&P 500. This is personal market research and learning, not professional employment or investment-advisory experience.
CONTACT
Research, ideas, and engineering.
For thoughtful discussions around AI, image processing, data, and software development.