Data Science Social Media

Mukul

+1-240-***-****,*******@***.***,linkedin

EDUCATION

University Of Maryland, College Park Aug 2024 - May 2026 Master of Science in Data Science, GPA: 4.0 / 4.0

PROFESSIONAL EXPERIENCE

Teaching Assistant (Machine Learning) – A. James Clark School of Engineering Jan 2025 – Present

● Assisted Professor and mentored students on concepts like supervised and unsupervised learning, deep learning algorithms.

● Designed and led hands-on labs, provided guidance on data preprocessing, feature engineering, model building and optimizing. Data Engineer - AP-Moller MAERSK JUL 2022 – AUG 2024

● Developed Fact and Dimension tables for billing and operations data model to track and map revenue of all APM terminals.

● Built data streaming pipelines and Spark workflows for bronze, silver, and gold tables using ADF, Spark, Databricks and Kafka.

● Engineered a CI/CD pipeline with GitHub Actions, reducing ADF and Databricks deployment time by 30 hours monthly.

● Built an Automated Data Validation Framework with 350+ test cases to identify data discrepancies and validate business rules.

● Simulated container storage events, revealing 1.3% unreported storage events across terminals globally, yielding $20 million. Consultant I (Data & AI) - Neudesic Technologies (An IBM Company) FEB 2021 – JUL 2022

● Migrated Ardent Mills' data platform from on-premises SQL servers across 40 locations to Azure cloud platform.

● Automated data flow, reducing data retrieval time by 95% from 4-5 hours to just 15 mins for existing business reports.

● Incorporated email notification and error logging functionalities using Azure logic apps to notify data pipeline run failure.

● Built a sentiment analysis model to categorize customer feedback into negative and neutral to enhance customer experience.

● Delivered Python and SQL training to interns, accelerating onboarding and helped HR team by taking 70+ technical interviews. Software Engineer I / Software Engineer Intern - MAQ Software Oct 2019 – Feb 2021

● Designed and implemented data layers and dashboards to track the migration progress of Microsoft partners.

● Designed and implemented an Azure data mart and Power BI dashboards to monitor worldwide Azure Cloud revenue generated by Microsoft partners, providing key insights for strategic decision-making.

● Created BVT frameworks and KPI test cases to track row count mismatch and data anomalies prior to production deployment.

● Contributed to full-cycle Agile soft. development, with cross team collaboration for requirement gathering and issue resolution.

● Automated critical data refresh processes using PowerShell scripts and Azure Automation Runbooks. ACADEMIC PROJECTS

Therapist GPT: Conversational AI for Mental Health

● Developed a conversational AI application in Python, leveraging Hugging Face's Transformers library to train and fine-tune a large language model (LLM) on custom datasets.

● Implemented key functionalities including sentiment analysis, text summarization, and topic extraction to assist therapists. Stock Price Prediction using LSTM Neural Networks

● Developed and optimized an LSTM-based model with a 60-day lookback window, incorporating technical indicators (RSI, SMA20, MACD) for accurate stock price prediction.

● Preprocessed 20 years of stock price data by merging historical prices and technical indicators, handling missing values, and scaling features for improved convergence.

SKILLS

Libraries: PySpark, Tensorflow, Scikit Learn, Hugging Face, Pandas, LlamaIndex, NLP, LangChain, Vector Databases, Keras. Tools: SQL, Python, Databricks, Synapse, DBT, Airflow, Shell Scripting, ADF, ADLS, SSIS, SSAS, Power BI, Docker, GitHub. Other Skills: Agile Methodologies, Requirement Gathering and Analysis, Scrum Management, Macro Photography. REWARDS & ACCOMPLISHMENTS

Hackathons: Secured 2nd place in the World Bank Poverty Alleviation Hackathon for data-driven insights. Awards: Champ Award at MAERSK for optimizing storage revenue & Star Award at IBM for quick stakeholder issues resolution. Certifications: Microsoft Certified Azure Data Engineer Associate (DP-203), Azure AI Engineer Associate (AI-102).

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