Python
React.js
Node.js
FastAPI
Next.js
Docker
PostgreSQL
Google Cloud
RAG Systems
PyTorch
TypeScript
Automation
HELLO, I'MMD
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1+Years Experience
GET TO KNOWDownload Resume download
AI Automation & Fullstack Engineer
I am a dedicated AI professional with a focus on scalable automation and generative intelligence. My expertise lies in designing agentic workflows that transform complex data into actionable insights. Having authored multiple research papers in blockchain and federated learning, I bring a rigorous analytical approach to every deployment.
1+Years
5+Research
10+Projects
70%Efficiency
NAMEMd Muzadded Chowdhury
LOCATIONDhaka, Bangladesh
FREELANCEAvailable
WHAT I BRING TO THE TABLE
Technical Skills
psychology
psychology
Generative AI & LLMs
Prompt EngineeringRAG SystemsLLM Fine-TuningLangChainHugging FaceSemantic SearchEmbedding ModelsAgentic WorkflowsFunction CallingContext ManagementAPI Integration
schema
schema
AI System Design
Multi-Agent SystemsAI Automation PipelinesWorkflow OrchestrationConversational AI SystemsDocument Intelligence PipelinesLLM Application Development
code
code
AI Application & Fullstack
FastAPIReact.jsNode.jsExpress.jsFlaskREST API DevelopmentAsync ProcessingMicroservices Architecture
cloud_done
cloud_done
MLOps & Cloud Deployment
MLflowDockerGoogle Cloud Platform (GCP)GitCI/CD PipelinesModel VersioningInference Optimization
database
database
Vector & Core Databases
PostgreSQLChromaDBPineconeFAISSFirestoreMySQLNoSQL DatabasesIndex OptimizationSimilarity Search
analytics
analytics
Core AI/ML & Data Eng.
PyTorchTensorFlowNumPyPandasModel TrainingFeature EngineeringData PreprocessingMatplotlibSeaborn
terminal
terminal
Core Programming
PythonSQLC/C++JavaScriptPHP
MY JOURNEY
Work Experience
Architecting intelligent systems through rigorous engineering. A specialized focus on Large Language Models (LLMs), RAG architectures, and autonomous agentic workflows.
CG
AI & Automation Engineer
Care Guide
SEPT 2023 — PRESENT
PythonFastAPILangChainRAG
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Designed and deployed HIPAA-compliant Healthcare AI systems processing sensitive patient data with zero leakage.
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Developed RAG-based conversational AI chatbots, improving enterprise query resolution accuracy by 60%.
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Built autonomous AI agentic workflows for clinical documentation automation, reducing repetitive overhead by 50%.
CP
AI & Automation Engineer
Code24 PTY LTD
JAN 2023 — SEPT 2023
IBM WatsonNDISGCPGoHighLevel
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Engineered automated NDIS platforms to streamline participant onboarding and workforce rostering via custom API integrations.
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Built multilingual conversational AI chatbots using IBM Watsonx Assistant for global client outreach.
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Designed voice-first AI assistants integrating n8n, Retail AI, and CRM systems for real-time lead qualification.
UI
Undergraduate Teaching Assistant
United International University
OCT 2022 — OCT 2023
PythonC/C++Data Structures
- school
Led laboratory sessions for Data Structures & Algorithms and AI-focused coding intensives.
- school
Mentored 150+ students in Python-based machine learning fundamentals and complex problem-solving strategies.
- school
Guided undergraduate research teams in debugging large-scale neural network architectures and dataset curation.
SHOWCASE
Selected Projects
Engineering intelligent systems that bridge the gap between raw data and actionable insights through LLMs, custom RAG frameworks, and Agentic workflows.
GROUP PROJECT
SME Business Guardian
AI-powered business consultation platform designed for contract analysis, legal document reviews, and strategy support.
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FastAPI backend and React frontend integrated with LangGraph.
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LLM conversational interface with JWT and 4k context window.
FastAPIReactJSPostgreSQLLangGraph
View Code arrow_outwardINPUT AGENT
Contract Document
LANGRAPH ROUTER
IBM Granite 3.3
OUTPUT STORE
Analysis Verified
SELF PROJECT
Bangla RAG System
Multilingual RAG pipeline supporting Bengali and English search queries, optimized for e-commerce search.
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Hybrid semantic retrieval using intent classification.
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Persistent vector storage across 12+ categories.
PythonChromaDBSentence Trans.LangChain
View Code arrow_outwardQuery: দাম কত?
database
Res: Price is ৳85k.
SELF PROJECT
AI SQL Assistant
Natural language to SQL assistant querying relational databases using Model Context Protocol (MCP).
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Integrated LLaMA-3.1-8b with Streamlit UI query executor.
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Interactive syntax-highlighted real-time execution.
PythonStreamlitMySQLLLaMA-3.1
View Code arrow_outwardmcp_query.py
def generate_sql(query):
prompt = "SELECT * FROM..."
return run_mcp(prompt)
> Output Generated:
SELECT * FROM users LIMIT 5;
SELF PROJECT
CSV Data Analyzer
AI-driven workflow tool converting natural language instructions into CSV analytics operations.
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Integrated Gemini 1.5 Flash for automated visualization.
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Chat-based analytics for real-time reports and charts.
PythonGemini 1.5LangChainPandas
View Code arrow_outwardDATA ANALYSIS
Accuracy
99.1%
Latency
0.12s
10+
Projects Completed
04
Core Stacks
98%
Model Accuracy
1+
Year Experience
Academic Contributions
Research & Publications
Engineered solutions at the intersection of Federated Learning, Privacy-Preserving AI, and Medical Diagnosis. Focusing on efficiency metrics and scalable architectures.
IET Blockchain#Blockchain#IPFSStorage#MedicalSecurity
Decentralized Medical Image Sharing using Blockchain
Proposed a privacy-preserving blockchain-based medical image sharing framework integrating subject sensitive hashing (SSH) and IPFS storage, achieving 98% data integrity accuracy across multiple healthcare imaging datasets.
Read Paper arrow_outwardIntegrity: 98%
BSPC Journal (Elsevier)#FederatedLearning#DeepLearning#ExplainableAI
FVCM-Net: Privacy-Preserved Lung Cancer Detection from CT Images
Developed a federated learning-based ensemble deep learning model with explainable HiRes-CAM and SHAP attribution for decentralized lung cancer detection, achieving 98.26% accuracy.
Read Paper arrow_outwardModel: 98.26%
IEEE#AttentionCNN#ARS-CNNSA#VGG16/InceptionV3
Deep Learning for Identification of Arsenic-Induced Skin Diseases
Designed an attention-based CNN architecture (ARS-CNNSA) for classification of arsenic-induced skin conditions, outperforming standard models with 91% accuracy and 90% F1-score.
Read Paper arrow_outwardF1-Score: 91%
IEEE#BigData#UnsupervisedLearning#DecisionTrees
Clustering as a Catalyst for Big Data Classification (CC-BC)
Introduced a clustering-driven classification framework leveraging unsupervised instance similarity to reduce labeling dependency and enhance performance of decision tree and ensemble-based classifiers.
IEEE#EnsembleLearning#RandomForest#Cybersecurity
Phishing Link Detection using Ensemble Learning
Developed an ensemble-based phishing detection system combining Random Forest, Logistic Regression, and Gradient Boosting to improve generalization and detection accuracy in cybersecurity applications.
Read Paper arrow_outwardEnsemble
Foundation
My Education
school
United International University
Bsc in Computer Science & Engineering
GPA
3.67 / 4.00
Graduated
OCT 2024
Core Focus Areas
Artificial IntelligenceDeep LearningBlockchainData StructuresFederated LearningAlgorithm Design
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Academic Excellence Scholarship
United International University
terminal
AI & Automation Unpacked Hackathon
IBM TechZone
workspace_premium
Problem Solving Intermediate
HackerRank Certified
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Contact Me
Available for Roles