Tanbin Islam Rohan

Notre Dame College

Higher Secondary Certificate

March 2013 - April 2015

Relevant Coursework

• Math
• Physics
• Chemistry
• ICT

Khulna University of Engineering & Technology

B.Sc. Eng. in Electrical and Electronic Engineering

March 2016 - March 2020

Relevant Coursework

• Data Structure and Algorithms
• Digital Signal Processing
• Digital Image Processing

Jahangirnagar University

Masters in Applied Statistics and Data Science

September 2023 - Present

Relevant Coursework

• Advanced Statistics
• Machine Learning
• Data Analysis
• Statistical Modeling

TulipTech

April 2025 - Present

AI Engineer

• Built and deployed next-gen AI inference pipelines using GPT-4o, Claude 3, Gemini 1.5, Mixtral, Llama, and DeepSeek; optimized latency by 30% with vLLM, TensorRT-LLM, LiteLLM, and Ollama on RunPod and AWS Inferentia.
• Developed multi-agent systems with CrewAI, LangGraph, and AutoGen, enabling dynamic task planning, reflection, and hybrid RAG with ColBERT, BM25, and streaming pipelines via WebSockets.
• Implemented LLMOps and observability workflows using Weights & Biases, Phoenix, and MLFlow, with robust function-calling, self-consistency, and Mixture-of-Experts (MoE) architectures for scalable agent orchestration.
• Engineered real-time microservices and APIs using FastAPI, gRPC, Redis Streams, and Kafka; integrated vector databases (Pinecone, ChromaDB, FAISS, Weaviate, LanceDB) ensuring 99.9% uptime for critical GenAI deployments.

SSL Wireless

February 2024 - April 2025

Data Scientist

• Designed and deployed scalable APIs for edge-based computer vision, improving image classification accuracy by 40% and reducing latency by 20%; developed real-time object detection and tracking models, increasing accuracy by 25% and lowering false positives by 30%.
• Researched and integrated cutting-edge LLMs (GPT-4, LLaMA, Mistral) with Retrieval-Augmented Generation (RAG), boosting query resolution by 35%; built multimodal systems combining vision and language models to reduce manual effort by 20% and improve decision-making efficiency.
• Automated finance and business pipelines using Claude, Gemini, and Mixtral-powered LLM agents for forecasting, anomaly detection, and report generation; mentored junior team members on model development and best practices to foster in-house AI expertise.

Easital Technologies Ltd

August 2023 - January 2024

Artificial Intelligence Engineer

• Led the development of a chatbot for Beeda's international mega-app, leveraging LangChain, Llama Index, and graph databases to manage complex user queries, increasing user engagement by 20%.
• Reduced OCR errors in business card scanning by 35% through advanced AI-based optical character recognition and image preprocessing techniques; fine-tuned LLMs and engineered prompts to meet organizational and user-specific objectives.
• Optimized deployment workflows by integrating Docker, Kubernetes, and CI/CD pipelines, resulting in a 25% improvement in deployment speed and reliability.

Aqualink Bangladesh Ltd

May 2021 - June 2023

Machine Learning Engineer

• Built predictive models for agricultural and weather datasets, improving accuracy by 15% through multimodal feature integration and advanced hyperparameter tuning aligned with business needs.
• Designed a Django-based real-time analytics platform and visual dashboards using Power BI, Google Data Studio, and Python, boosting operational efficiency by 30% and enabling data-driven decision-making.
• Collaborated with agronomy and climate experts to deploy models and tools that seamlessly integrated into field operations and supported strategic planning.

L A Technologies

August 2020 - February 2021

Junior Software Engineer

• Analysis and implementation of deep learning models in non-identical systems using different APIs.
• Network-related system backend handling.

Intense Ltd.

March 2021 - May 2021

Programmer Analyst

• Analysis and execution of API documentation of the E-Commerce platform.
• Integrated SSL commerce with the existing system.

Efficient Approach to Detect Epileptic Seizure using Machine Learning Models for Modern Healthcare System

November 2020

DOI: 10.1109/TENSYMP50017.2020.9230731

Frequency Impact Analysis with Music-Evoked Stimulated Potentials on Human Brain

April 2020

DOI: 10.1007/978-981-15-3172-9_49

Efficient two stage approach to detect face liveness : Motion based and Deep learning based

April 2020

DOI: 10.1109/EICT48899.2019.9068813

Age based Mood Swing Analysis and Brain Mapping for Music Genre

January 2020

DOI: 10.1109/ICAEE48663.2019.8975671

A Precise Breast Cancer Detection Approach Using Ensemble of Random Forest with AdaBoost

March 2020

DOI: 10.1109/IC4ME247184.2019.9036697

Bangladeshi Traffic Sign Recognition and Classification using CNN with Different Kinds of Transfer Learning through a new (BTSRB) Dataset

June 2023

DOI: 10.1109/icdcece57866.2023.10151254

Bengali Emotion Classification Using Hybrid Deep Neural Network

November 2023

DOI:10.1109/AIKIIE60097.2023.10389834

Foundation Models & Multimodal LLMs

GPT-4o, Claude 3, Gemini 1.5 Pro, Mixtral, LLaMA 3, Mistral 7B, DeepSeek-VL, Command R+, PaLM 2, LLaVA, Flamingo, Kosmos-2, Whisper, wav2vec 2.0, CLIP, BLIP-2, Segment Anything, SAM-B, Video-LLaMA, Fuyu-Heavy, Idefics2

Time-Series and Forecasting LLMs

Chronos-Mamba, PatchTST, TiDE, TimeGPT, TimesFM, TS-Mamba, Informer, FEDformer, Autoformer, Temporal Fusion Transformers (TFT), DeepAR

Agentic Frameworks

CrewAI, LangGraph, AutoGen, MetaGPT, AgentOps, OpenAgents

LLMOps and Monitoring

Weights & Biases, Helicone, Trulens, OpenLLMetry, PromptLayer, Arize AI, LangSmith, Evidently AI, HumanLoop

Programming Languages

Python, C, C++, SQL, Bash, PowerShell, TypeScript

ML/DL Frameworks

PyTorch, TensorFlow, Hugging Face Transformers, Scikit-learn, OpenCV, Fastai, LightGBM, XGBoost, PyCaret

System Design & MLOps

FastAPI, gRPC, Ray Serve, REST/GraphQL, Kafka, Redis Streams, Kubernetes, Docker, Celery, Apache Airflow, MLflow, Kubeflow, Argo Workflows

RAG & Vector DBs

LangChain, LlamaIndex, ChromaDB, Weaviate, FAISS, Pinecone, LanceDB, Milvus, Hybrid Search (BM25 + Dense), Multi-vector RAG

Cloud & DevOps

AWS (SageMaker, Bedrock, EC2, Lambda), Azure OpenAI, GCP Vertex AI, RunPod, Replicate, Ollama, Hugging Face Hub, Terraform, Ansible

AISecOps & Responsible AI

Adversarial Robustness Toolbox (ART), LLM Guard, Rebuff, Guardrails AI, SecFix, Fairlearn, Snyk, IBM AI Fairness 360