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alifarman007/README.md

Alif Arman

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> whoami

AI Engineer at Sysnova Information Systems Ltd.

I build AI systems that ship to production — from RAG chatbots handling banking queries to real-time vision pipelines counting inventory across factory floors. Deployed across on-premises servers, cloud infrastructure, NVIDIA GPUs, and edge devices.

15+ AI solutions delivered for clients including Kazi Farms, Kazi Food, BRAC Bank, Agora, UK-based Company, Gozayaan, and others across fintech, retail, hospitality, and healthcare.

Previously spent 4.5 years at Dekko ISHO Group progressing from Jr. Engineer → Embedded Engineer → ML Engineer.

> tech_stack

🔬 Computer Vision

YOLO OpenCV TensorRT ONNX Face Recognition Object Tracking

🧠 NLP & LLMs

LangChain RAG Transformers Sentence-BERT Prompt Engineering

🚀 Deployment & Infrastructure

FastAPI Docker NVIDIA Jetson NVIDIA GPU On-Premises Cloud Edge AI ONNX Runtime

📊 Data & ML

PyTorch Scikit-learn Pandas Prophet LSTM Time Series

💻 Languages & Tools

Python C++ JavaScript SQL Bash Git Linux

> featured_projects

Portfolio projects demonstrating production techniques — built on public datasets.
Repos coming soon — currently building these out.

🔍 vision-counter

Real-time object detection & counting with tracking
YOLOv8 ByteTrack OpenCV FastAPI

💬 rag-chatbot-bangla

RAG chatbot with Bangla language support
LangChain FAISS FastAPI Sentence-BERT

📝 bangla-ocr-pipeline

End-to-end Bangla text extraction from documents
PaddleOCR Tesseract OpenCV FastAPI

⚡ edge-ai-deploy

Model optimization & multi-platform deployment
TensorRT ONNX Jetson Docker Cloud

🌐 ai-translator-api

Bangla ↔ English neural translation service
Transformers MarianMT FastAPI Docker

📈 demand-forecasting

Time-series demand prediction for retail
Prophet LSTM Pandas Plotly

> publications

📄 NLP-Based Transition from Bangla Local Language to Standard Language
IEEE International Conference, 2025 		Paper
📄 Prediction of Fetal Health Classification Using Machine Learning
Springer — Trends in Electronics and Health Informatics (TEHI), 2023 		Paper

> career_path

┌─────────────────────────────────────────────────────────────────┐
│  2025 – Present   AI Engineer          Sysnova Information      │
│                                        Systems Ltd.             │
│  2022 – 2025      ML Engineer          Dekko ISHO Group         │
│  2021 – 2022      Embedded Engineer    Dekko ISHO Group         │
│  2020 – 2021      Jr. Engineer         Dekko ISHO Group         │
├─────────────────────────────────────────────────────────────────┤
│  🎓 B.Sc. EEE — Ahsanullah University of Science & Technology  │
│     Graduation: 2020                                            │
└─────────────────────────────────────────────────────────────────┘

Building AI systems that work in the real world — not just in notebooks.

Pinned Loading

  1. ai_face_reidentification ai_face_reidentification Public

    AI-powered face re-identification system with anti-theft capabilities

    Python 3

  2. ai-shoplifting ai-shoplifting Public

    Python 1

  3. bangla_stt_fastconformer bangla_stt_fastconformer Public

    Jupyter Notebook

  4. Sentinel-Access Sentinel-Access Public

    Sentinel-Access: Enterprise-grade attendance & security system powered by AI or Deep Learning Re-ID. Detects, identifies, and logs entry in <100ms. Robust against occlusion (masks/glasses) and low …

    Python