Real Estate Information Systems

Likith Koushik Gandham

Illinois, USA 779-***-**** ******.*********@*****.***

EDUCATION

MS in Management Information Systems GPA: 3.57 / 4 Northern Illinois University, IL, USA. May 2026

B. Tech in Electronics and Communications Engineering; CGPA: 7.13/ 10.0 Amrita Vishwa VidhyaPeetham, Tiruvallur, TN, India. April 2024 RELEVANT SKILLS

• Programming Languages: C/ C++, Python, MATLAB/ Simulink, My SQL, MongoDB, NoSQL,

• Skills: Data Analytics, Data Visualization, Business Analysis, System Design, Problem Solving.

• Tools: Tableau, SAP-S4HANA, Microsoft Project (Excel, Word, PowerPoint), Business Analysis framework, AI& Cloud concepts

• Project Management: Agile, Scrum.

• Domain Expertise: Digital Transformation Strategy, Supply Chain Management, Data-Driven Decision Making. WORK EXPERIENCE

Software Developer Intern – Python & Machine Learning Bright Geeks, Bangalore, India. January 2024 – May 2024

• Identified key attributes (e.g., sender domain, email content) to distinguish spam emails, achieving 92% accuracy in spam detection.

• Collected and preprocessed email datasets from diverse sources, performing tokenization, stemming, and stop word removal to prepare data for analysis.

• Implemented and trained machine learning models (Naive Bayes, Logistic Regression, Random Forest) using Python libraries like Pandas, Scikit-learn, and NLTK.

• Collaborated with cross-functional teams to integrate the spam detection model into the company’s email filtering system. ACADEMIC PROJECTS

Data Analyst Project (Sales Performance Dashboard for Retail Company

• Collected and Cleaned sales data using Python and SQL.

• Created an interactive Tableau dashboard with key metrics (total sales, regional performance, product category performance).

• Added dynamic filters for date ranges, regions, and product categories.

• The result was Increased sales in underperforming regions by 10% and reduced manual reporting time by 30%.

• Improved inventory turnover rate by 15%

BlackBerry Digital Transformation Strategy Analysis

• Analyzed BlackBerry's strategic shift from a mobile hardware company to an AI-driven cybersecurity

• Evaluated digital transformation frameworks, identifying key challenges in cloud adoption, AI integration,

• Recommended business model innovations including AI-powered threat detection, and strategic cloud partnerships.

• Assessed competitive landscape and industry impact, benchmarking BlackBerry against firms like Microsoft, IBM. Pet Shelter & Adoption Database Design Project

• Designed a normalized relational database schema for a pet shelter system with 16 interconnected entities.

• Created an Entity-Relationship Diagram (ERD) to map operations like adoptions, health checks, and donations.

• Wrote advanced SQL queries to analyze adoptions, vendor-product links, and customer purchase patterns.

• Integrated zip-code data to enhance service area planning and support regional performance insights.

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