Open to opportunities

Samyak Shrestha

@samyakshrestha

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Data science and machine learning professional with proven analytical skills.

Nepal

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can leverage my data science expertise to drive impactful solutions and contribute to a dynamic team.

I am a data science and machine learning professional with hands-on experience in building intelligent systems, including recommendation engines, image recognition, and chatbot solutions using LangChain and large language models (LLMs). My proficiency in Python, SQL, and machine learning frameworks like scikit-learn and TensorFlow, combined with a strong background in backend development using Django, allows me to transform data into actionable insights across various domains such as e-commerce, inventory management, and user behavior analytics.

As the founder of ScubeTech PVT.LTD, I co-developed a fashion discovery app that leverages computer vision and machine learning to provide image-based product recommendations. My role involved conducting market analysis and translating data insights into actionable business strategies. I have also led cross-functional teams in Agile environments to deliver scalable, AI-powered products, ensuring rapid feature deployment and continuous improvement.

Previously, I worked as a Data Analyst at Weploy in Melbourne, where I conducted in-depth analysis of operational data, developed predictive models, and optimized reporting pipelines. My experience spans various roles, including business analysis and project management, where I have consistently demonstrated my ability to drive strategic decision-making through data-driven insights.

Experience

Work history, roles, and key accomplishments

Current

Founder

Current

ScubeTech PVT.LTD

Jan 2022 - Present (3 years 5 months)

Co-founded a fashion discovery app using computer vision and machine learning to deliver image-based product recommendations and visual search capabilities. Led Agile ceremonies and collaborated with design and development teams to ship new features rapidly.

K Means Computer Vision Machine Learning Product Management Agile Django REST Framework Python MongoDB KMeans

Data Analyst

Weploy

Jan 2020 - Present (5 years 5 months)

Conducted in-depth analysis of operational data, identifying key trends and generating actionable insights to improve business processes. Developed a house price prediction model using linear regression, clustering, and ML techniques, optimizing and deploying it using scikit-learn, Flask API, and cloud-based deployment solutions.

Python SQL data preprocessing Data Visualization Clustering scikit learn Flask API Deployment

Business Analyst

Stufftrade

Jan 2016 - Present (9 years 5 months)

Prepared a database system for analysis and analyzed strategic and tactical insights from historic market participant behavior. Performed end-to-end testing from source files or databases to respective databases, and validated Source to Target Mapping documents and Data Models according to business requirements.

DataBase Systems Market Analysis End To End Testing Data Modeling Data Analysis Report Writing

Analyst

Global Action Nepal

Jan 2015 - Present (10 years 5 months)

Implemented day-to-day financial data and file management systems, preparing quarterly forecasts and assisting in setting budgets. Coordinated and consolidated annual business plans, and managed a school linking project.

Financial Data Management Forecasting Budgeting Report Writing Business Planning Project Coordination

Education

Degrees, certifications, and relevant coursework

Deakin University

Master of Data Analytics, Data Analytics

Completed a Master's degree focusing on data analytics, gaining expertise in various analytical techniques and tools. Developed skills in transforming raw data into actionable insights for business decision-making.

Teesside University

Bachelor of Science in Business Studies, Business Studies

Obtained a Bachelor of Science in Business Studies, providing a strong foundation in business principles and practices. Developed analytical and problem-solving skills relevant to various business contexts.