Hello!

I'm Sabikun Naher Monisha



Updated Resume

Career Objective

My goal is to work as an Applied AI Engineer on projects where I can contribute and learn, with a strong backend and DevOps orientation focused on building scalable production-grade AI systems. I am passionate about building automated and maintainable AI-driven systems that integrate Generative AI and cloud-native DevOps practices.

Name: Sabikun Naher Monisha

Job Role: AI Engineer,
Research Analysist
Online Mentor

Experience: 2.5+ Years

Skills

Python
Generative AI
Excel
Statistics
Machine Learning
Deep Learning
Natural Language Processing
SQL
Power BI
Postgresql
MLOps
Docker
Github Actions(CI/CD pipeline)
AWS(S3, Lambda,EC2)
Redis(Cache Memory Management)
Knowledge Graph DB(Neo4j)
LLM-Finetuning(LoRA)
GraphQL

About

About Me

I am currently working at Mediusware Ltd. as a Software Engineer(I) in AI/ML domain. I build and improve backend-driven AI systems for real-world applications.I have hands-on experience working on both standalone AI applications and integrating AI-based features into existing software systems. My work focuses on designing RAG pipelines, multi-agent workflows, scalable APIs, and AI-powered backend services using technologies such as FastAPI, LangChain, LangGraph, vector databases, and modern LLM frameworks. I have completed my BSc in Information Technology from the Institute of Information Technology, Jahangirnagar University. Through my professional work, research involvement, and mentorship activities, I have developed practical experience in Machine Learning, Deep Learning, Natural Language Processing, and Generative AI. I am particularly interested in building maintainable and production-ready AI systems that combine back.

  • Domain: Information Technology
  • Education: BSc(Hons) ,IIT,Jahangirnagar University
  • Language: English,Bangla
  • Programming Language: Python,C++,Java(OOP),HTML,CSS,JS,R
  • Competencies : Data Analysis and Visualization, Model Building ,Deployment

Frameworks -- Python and Generative AI

Flask,FastAPI,Django,Streamlit
Numpy,Pandas,Matplotlib,Scipy,Seaborn,Plotly
Sckit-Learn,Tenssorflow,Pytorch,Keras
Gen AI Models - OpenAI,Llama-index,Google Gemini,Hugging Face,Stable Diffusion
Agentic Framework - Langchain,Langraph,CrewAI, Autogen
RAG -- (Hybrid, Multimodal, GraphRAG)

Experience


February 2025 - Present

Company Name : Mediusware

Junior AI Engineer

researching, building, and designing the artificial intelligence responsible for machine learning and maintaining and improving existing artificial intelligence systems.

  • Full-Time
  • Onsite

March 2024 - Present

Online Mentorship & Research Work

Creating Documentation specializing on ML , DL and GenAI concepts and continue my research work comparative analysis of LLM models

  • Presenting Mathematical insights into algorithms, data analysis, and model development.
  • Mentored students in machine learning, deep learning, statistics, and applied research methodolo-gies.
  • Guided applied AI projects and supported experimental model development.• Research work with Transformer Architecture and comparative analysis of different models
  • Research work with Transformer Architecture and comparative analysis of different models.

August 2024 - December 2024

Company Name : SocioFi Technology

Data Engineer

Design, build, and maintain data pipelines for collecting, processing, and storing large datasets for fine-tuning the Large Language Model.

  • Part Time
  • Remote

Oct 2023 - 2024 Feb

Website Name : SafeNet AI

Data Scrapping and Research Worker

Collecting data for a research paper "Sentiment Analysis on Bengali Social Media Comments."

  • Dynamic Youtube Data Scrapping.
  • Working as a co-author of the related paper.



Education


2019-2024

Bachelor of Science

IIT, Jahangirnagar University

CGPA : 3.47.

2016-2018

HSC

Siddeshwari Girl's College

GPA : 4.50

Academic Certificate

2016-2018

SSC

National Ideal School

GPA : 5.00

Academic Certificate

Download CV

Latest Projects

Projects (Completed)

  1. 1. AI Sales Assistance: Multi-Agent Workflow Automation

    Designed and deployed a multi-agent system to automate workflows in the vehicle dealership domain via chatbot. Built agents for inventory extraction, FAQ answering (RAG), trade-in price estimation, call scheduling, and conversation closure.

    Technologies: LangGraph, LangChain, RAG, Hugging Face

  2. 2. Multimodal RAG Chatbot: Image, Text & Voice Query System

    Developed a chatbot capable of handling multimodal queries (text + image + voice) across structured and unstructured data. Integrated speech-to-text and TTS, and implemented re-ranking models for enhanced response accuracy.

    Technologies: Hugging Face (Gemma, Whisper, Kokoro), LangChain, RAG

  3. 3. Habit Tracker AI: Personality-Aware Productivity Coach

    Created a personality-aware habit tracking application that identifies user traits through guided questions. Implemented a 21-day cycle with reward-based motivation and deployed as a scalable AI service.

    Technologies: OpenAI (gpt-4o-mini), FastAPI, Render

  4. 4. Web Scraper Pipeline: Scalable ETL for Unstructured Data

    GitHub Link

    Built a recursive web scraping and ETL pipeline for unstructured data. Automated data scraping, cleaning, and structuring into knowledge-ready formats, enabling future chatbot and AI integration.

    Technologies: Crawl4AI, FastAPI

Domain Wise Project Work

I like to experience updated frameworks and libraries & uncover hidden data insights also explore how can I implement them in existing projects for better performance


GitHub

Building RAG Pipeline
Agentic AI(Multiple Tools and Agents Orchestration)

MCP
Fine-Tuning(LoRA)
Prompt Engineering

Natural Language Processing

Predictive Analysis

Time Series Forecasting

Recommendation Systems

Online-Course-Certifications

Online-Course-Certifications

Below are the online courses I have completed.

Course Name Platform/Provider Certificate Link
Generative AI Mastery Udemy View Certificate
Microsoft Excel 10 Minute School View Certificate
Python Beginners to Advanced Bootcamp Udemy View Certificate
Prompt Compression and Query Optimization DeepLearning.AI View Completion
Orchestrating Workflows for GenAI Applications DeepLearning.AI View Completion
ChatGPT Prompt Engineering for Developers DeepLearning.AI View Completion
Knowledge Graphs for RAG DeepLearning.AI View Completion
1

Achievements

Position : 2nd Runner Up INNOVATION SHOWCASING : Smart Jahangirnagar University
Project Name :Local Chatbot and QA system using Google Gemini

Project Link

1

Research Experience
  1. Alzheimer's Detection using XAI in Capsule Network & Post Detection Management with Portable Solution
    2. (Certificate of Presentation)
    (Springer Nature Link )

GitHub

Contact

Contact Me

Below are the details to reach out to me!

Address

Khilgaon Dhaka, Bangladesh

Email Address

itmonisha95@gmail.com

linkedin

Sabikun Monisha