Turning Data into Decisions. Processes into Performance.
I combine a technical foundation with management thinking to understand business challenges, improve operational efficiency, and support data-driven decisions.
Bridging technical rigor with management strategy.
I am Sona Solaman, an MBA student at TKM Institute of Management with a B.Tech in Computer Science. My career focus lies at the intersection of technology and operations, where I leverage analytical thinking to solve complex business problems.
My approach combines technical understanding with management principles to identify inefficiencies, analyze performance, and drive process improvements. I am dedicated to creating data-backed solutions that enhance operational efficiency.
CORE COMPETENCIES
OPERATIONAL_FOCUSOperations Management
Optimizing workflows and resource allocation to ensure peak efficiency and streamlined organizational performance.
Business Analytics
Transforming raw data into actionable insights to support strategic decision-making and process improvements.
Process Improvement
Identifying bottlenecks and implementing data-driven solutions to enhance service delivery and operational flow.
Competence Matrix
Technical rigor meets management acumen
A balanced toolkit designed to solve business problems through data-driven insights and process optimization.
Operations & Management
Process improvement, supply chain fundamentals, logistics coordination, project management, and KPI monitoring.
Data & Intelligence
Microsoft Excel, Power BI, data visualization, dashboard development, reporting, and business interpretation.
Technology Foundation
Computer science fundamentals, technical problem-solving, and understanding of complex digital systems.
Professional Skills
Critical thinking, communication, teamwork, leadership, decision-making, and operational problem-solving.
Featured Projects
Operational studies and data-driven projects that bridge technical engineering with management decision-making.
Air Quality Index Forecasting
Research comparing time-series forecasting approaches to predict air quality using data from the Kerala State Pollution Control Board, Kollam district. Investigated ARIMA, SARIMA, Random Forest, and LSTM models.
Methodology & Tools
- Structural-break analysis
- Time-series forecasting
- Environmental data modeling
Patient Flow Optimization
Operations study at Vijaya Hospital, Kottarakkara. Focused on patient journey optimization from registration to billing, identifying bottlenecks in OPD waiting times and service coordination.
Methodology & Tools
- Patient journey mapping
- Queue management study
- Process bottleneck analysis
Student Analytics Dashboard
Transformed student academic data into actionable insights using PivotTables and PivotCharts. Developed a comprehensive dashboard for attendance and performance tracking.
Methodology & Tools
- PivotTable data modeling
- Dashboard development
- Attendance trend analysis
Operational Leadership & Technical Roots
Bridging hands-on healthcare operations and process optimization with a robust engineering background in systems and computation.
Flagship Management Internship
Operations Intern — Patient Flow & Process Optimization
Conducted an in-depth operational review titled "From Queue to Care: A Patient Flow Optimization Study". Analyzed departmental transit cadences, administrative checkpoints, and clinical transitions to identify friction points and propose structural improvements.
Conducted systematic observation across OPD touchpoints: Registration, Consultation, Diagnostics, Pharmacy, and Billing.
Evaluated patient waiting intervals, diagnostic handoffs, and peak-hour service delays to identify operational friction.
Formulated evidence-backed process recommendations to synchronize administrative documentation with clinician throughput.
Technical Foundation & Systems Training
Prior engineering exposure substantiating technical adaptability and analytical agility.
Built component-driven web modules and RESTful endpoints. Reinforced structured database queries and API lifecycle testing.
Engineered cross-platform mobile interfaces, state management pipelines, and responsive layouts for enterprise client testing.
Examined network vulnerability assessments, protocol protection mechanisms, and fundamental perimeter defense policies.
Academic Progression
The deliberate convergence of engineering precision and strategic operations management, structuring an analytical approach to modern business challenges.
Operations Management
Advanced managerial preparation concentrating on operational performance, process diagnostics, supply chain dynamics, and data-driven management methodologies.
- Process optimization & queue modeling research
- Supply chain fundamentals & business analytics
- Executive coordinator for campus management initiatives
Computer Science and Engineering
Rigorous technical foundation in algorithmic problem-solving, computing architectures, system engineering, and applied data analytics.
- Graduated in 2024 with core engineering competencies
- Foundation in systems design, database schemas, and statistical tools
- Bridge discipline connecting computational tools with business decisions
Synthesizing engineering logic with process optimization for operations and decision analytics roles.
Achievements & Leadership
Highlights of my academic, leadership, and athletic journey, reflecting my commitment to excellence and continuous improvement.
Secured third place in the KICMA Best Management Team competition, demonstrating strategic collaboration and problem-solving.
- Strategic Team Coordination
- Management Case Analysis
- Competitive Presentation
Coordinated and organized the NLP Programme at TKM Institute of Management, managing logistics and participant engagement.
- Event Planning & Logistics
- Stakeholder Communication
- Operational Oversight
Achieved gold medals in 100m, 200m, and 400m relay events, showcasing discipline, speed, and team commitment.
- 100m & 200m Sprint Gold
- 400m Relay Coordination
- Consistent Performance