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Foysal87/README.md

Towhid Ahmed Foysal

SENIOR SOFTWARE ENGINEER  ·  AI TEAM LEAD  ·  ORBITAX

typing


About

name:        Towhid Ahmed Foysal
role:        Senior Software Engineer · AI Team Lead
company:     Orbitax — global tax-software industry leader
focus:       LLM integration · RAG · Agentic automation · NLP research
languages:   Python · C++ · C# · JavaScript · SQL
ask-me:      Problem solving · Deep learning · Bangla NLP
contact:     [email protected] · [email protected]

Currently building

XatBot

Enterprise-grade RAG assistant. Multi-modal · enterprise security.

Azure OpenAI · Claude · LangChain · ChromaDB · FastAPI · Redis · Docker

XatBot Auto System

Auto-controls the user's machine. Tool-use · screen + input control · safe-by-default sandboxing.

Agent · RPA · Tool-use

XatBot Deep Tracker

Deep tracking for tax systems. Audit trails · compliance-aware observability.

Tax · Observability · Compliance

Other ongoing work
  • AI-Powered Visual Studio ExtensionC# · .NET · VS SDK · OpenAI · WPF — real-time code completion, refactoring, test generation.
  • "How to Master AI Engineering" — curated repo: best practices, architecture patterns, performance optimization for LLM systems.
  • Bangla NLP toolkit (sbnltk) — open to collaborators.

Pinned projects

 

Programming-contest book — graph theory, geometry, number theory, algorithms.

 

Bengali NLP dataset — NER, POS, summarization, sentiment, wiki articles.

 

Bangla NLP toolkit — NER, POS, stemmer, embeddings, summarization, sentiment.

 

Bangla NLP toolkit — tokenization, word embeddings, stemming.

 

Automatic text summarization — overview, methods, Bengali focus.

 

Colab notebooks for NLP tasks — Bengali language focus.

 

LLM proxy — manage and route language-model connections.

 

User-friendly AI interface — multi-LLM provider support.


AI engineering toolkit

Covered end-to-end — from frontier LLM APIs (Claude, OpenAI, Bedrock, Vertex) to local inference (Ollama, LiteLLM), from agent frameworks (LangChain, LangGraph) to AI-native dev tools (Claude Code, Cursor, Obsidian).

LLM PROVIDERS · HOSTING

AGENTIC · ORCHESTRATION · RAG

AI-NATIVE DEV TOOLS

LANGUAGES

ML · DATA · VISION

BACKEND · CLOUD · DATA


GitHub stats

stats streak

top langs

trophies


Competitive programming

Research & Publications

Areas: Conversational AI · Prompt Engineering · Deep Learning · NLP · Hyperledger Fabric · AI

Publications:

  1. Bangla Extractive Text Summarization — IEEE
Off-hours
Gaming: COD · PUBG · Valorant · Fall Guys

contribution snake

Popular repositories Loading

  1. competitive_programming_codebook competitive_programming_codebook Public

    Programming Contest Book.

    83 59

  2. Bangla-NLP-Dataset Bangla-NLP-Dataset Public

    Bangla NLP dataset. Bangla NER,POStag, text summarization, stopword, translate, sentiment analysis, wiki articles, root word, dataset etc.

    57 20

  3. sbnltk sbnltk Public

    Bangla NLP toolkit. Bangla NER, POStag, Stemmer, Word embedding, sentence embedding, summarization, preprocessor, sentiment analysis, etc.

    Python 27 12

  4. bn_nlp bn_nlp Public

    Bangla NLP toolkit.

    Python 12 10

  5. Text-summarization Text-summarization Public

    Text Summarization Overview and Background

    8 1

  6. NLP-colab-trainer NLP-colab-trainer Public

    A collection of colab trainer for NLP tasks.

    8 1