Resume/ CV
AI Engineer & Machine Learning Specialist
Sadman Sakib Rafi
AI Engineer
Languages
Certifications
Personal Info
Career Objective
AI and Machine Learning–focused Computer Science graduate with hands-on experience in predictive modeling, classification algorithms, software development, and AI/ML-driven applications. Committed to building practical AI solutions while continuously deepening expertise in AI and ML.
Professional Experience
AI Engineer
Professional Portfolio Projects
2023 - Present- Multi-Agent AI Assistant System: a backend-focused AI assistant orchestration platform using FastAPI and multi-agent architecture. Used agent routing, short-term memory handling, vector embeddings, and LLM abstractions for scalable assistant reasoning and responses.
- HireSenseAI- CV Ranking System: An AI-driven recruitment platform that analyzes and ranks resumes against job requirements. Supports batch CV ingestion, deep semantic reasoning, gap detection, and explainable decision scoring. Built with a hybrid LLM pipeline (Gemini + Ollama), vector database (Pinecone) for similarity search, and local embedding models for efficiency.
- MyCaptionAI: Developed an AI-powered caption generation system for social media platforms. Integrated API to generate contextual captions for Facebook, Instagram, and Twitter
- AI Tutorial Crew: Built a multi-agent system using CrewAI and Ollama-Mistral that generates tutorials based on user input. Supports local inference for privacy and speed.
- Automated Conversation Platform: Building a real-time AI assistant platform for automated business interactions. Designed backend orchestration, context memory, tool calling, and LLM-driven response handling with extensible APIs for voice and chat.
- LoRA Fine-Tuning (NLP): Fine-tuned DistilRoBERTa on the IMDB dataset using LoRA for efficient sentiment classification
- Hands-on experience across one year of AI-focused system and product development.
Education
Bachelor of Science (BSc) Computer Science and Engineering
American International University-Bangladesh (AIUB)
- Major: Software engineering
- Consistent high performance in AI/ML subjects
Higher Secondary Certificate (Science)
Shahid Syed Nazrul Islam College
- Group: Science
- Strong foundation in Mathematics and Physics
Technical Skills
AI/ML Tools
Programming Languages
Supporting Technologies
Professional Interests
Key Projects
HireSenseAI - CV Ranking System
AI-driven recruitment platform with deep semantic reasoning and gap detection
Multi-Agent AI Assistant System
Backend-focused AI assistant orchestration platform with agent routing
MyCaptionAI
AI-powered caption generation system for social media platforms
AI Tutorial Crew
Multi-agent system generating tutorials with local inference
Core Competencies
Adaptability
Quickly adjust to new technologies and problem contexts
Innovation
Designing AI-driven applications with creative solutions
Collaboration
Working effectively in teams and sharing technical insights
Rapid Learning
Eager to explore and apply the latest tools in AI/ML
Key Achievements
AI/ML Projects
University CGPA
AI Certifications
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