I’m a passionate and driven professional with a strong foundation in Machine Learning, AI development, and Software Engineering. I thrive on solving complex problems and building technology-driven solutions that create real-world impact.

With hands-on experience in data analysis, model building, and full-stack development, I enjoy turning innovative ideas into reality. I’m especially fascinated by the intersection of data and AI and how they can be applied to meaningful challenges.

Currently, I’m focused on growing my expertise in developing intelligent systems and scalable backend architectures. My long-term goal is to contribute to impactful projects that leverage technology for the greater good.

Feb 2025 – May 2025

• Designed and developed an intelligent Bangla Agricultural Advisor Chatbot, a full-stack web application to assist users with agricultural queries using Bengali language.
  • Supported text, voice, and image-based queries to deliver actionable insights and personalized recommendations.
  • Integrated NLP models for Bengali language understanding and image classification models for crop disease detection.
  • Built with Django, RESTful APIs, and deployed ML models to production-ready systems.
• Implemented an end-to-end Bangla OCR and NLP pipeline:
  • Extracted text from images using OCR and applied core NLP techniques (tokenization, stemming, lemmatization, POS tagging, NER) to process and analyze Bangla language data.
  • Enhanced text processing and classification accuracy for various downstream tasks.
  • Collaborated on model training, performance tuning, and system integration in a team environment.
• Gained hands-on experience across the machine learning lifecycle, from data preprocessing to deployment.
• Identified and resolved bugs during model development and deployment.
• Maintained detailed documentation and version tracking for models and workflows.

Jan 2025 – Mar 2025

• Built a smart RAG (Retrieval-Augmented Generation) system powered by large language models.
• Utilized ChromaDB for efficient vector-based storage and retrieval.
• Developed autonomous AI agents using LLMA (LLM-as-Agent) frameworks.
• Integrated tools (retrievers, summarizers, agents) using LangChain for modular workflows.
• Fine-tuned models with Hugging Face Transformers and OpenAI APIs.
• Assessed model output using evaluation metrics and human feedback.
• Authored technical documentation and presented findings to the team.

Feb 2024 – Jun 2024

• Designed and implemented scalable backend systems for an enterprise-grade POS Inventory Management platform.
• Built RESTful APIs using TypeScript, Express.js, and Node.js, with performance and maintainability in focus.
• Managed MongoDB data modeling with Mongoose, emphasizing data integrity and scalability.
• Applied Zod for rigorous schema validation and robust error handling.
• Participated in Agile sprint planning, daily stand-ups, and retrospectives.
• Conducted unit testing, debugging, and performance optimization.
• Engaged in peer code reviews and Git-based version control.

• MSc in Computer Science

  Independent University, Bangladesh
  Sep 2024 – Present (Expected Graduation: Aug 2025)

• Bachelor in Management Information Systems (MIS)

  Independent University, Bangladesh
  May 2019 – Sep 2024
  Minor: Big Data and High-Performance Computing

• Higher Secondary Certificate (HSC)

  Alhera Academy School and College
  2018
  Group: Science

• Secondary School Certificate (SSC)

  Alhera Academy School and College
  2016
  Group: Science