Summary
As a highly motivated data scientist, I am driven by my passion to
connect complex data patterns and solve intricate problems through
advanced algorithms. With a solid foundation in engineering, statistics,
and machine learning, I possess strong technical skills to deliver
exceptional results. My academic background has provided me with the
necessary tools to take on challenging projects, and I am confident in
my ability to apply my expertise to real-world scenarios. I am thrilled
to continue learning and growing in this field and contribute my skills
to impactful projects.
Experience
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Amazon
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Mechatronics and Robotics Technician RNT9 (May 2025 - Present)
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Performed preventative and predictive maintenance on robotics
systems, including sensors and control components such as
motors, solenoids, relays, and conveyors.
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Analyzing system performance data and identifying potential
failure points, which helped build a solid foundational
understanding of data flows within the equipment.
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Collaborated closely with the Reliability and Maintenance
Engineering teams to systematically troubleshoot complex
electrical and mechanical issues.
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Persistently improved system uptime and operational
efficiency, ensuring that production processes remained
streamlined and reliable.
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Leveraged diagnostic tools and methodologies to enhance
maintenance strategies and reduce unplanned downtime,
ultimately contributing to a more effective maintenance
regime.
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Logistics Associate (Dec 2022 - Apr2025)
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Engaged in stand-up meetings and offered performance insights
to enhance team communication and align shifts effectively.
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Supported daily sorting operations to guarantee the prompt
delivery of customer orders.
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Analyzed productivity metrics from internal dashboards to
adjust my work pace and achieve daily performance targets.
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Recognized and reported system-level issues (such as conveyor
jams and scanner malfunctions) to technical support teams,
reducing downtime.
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Assisted with daily operations and promptly addressed issues,
playing an important role in sustaining productivity and
compliance with KPIs.
Bonte
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Store Manager (Sep 2021 - Sep 2022)
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Examined sales patterns through Excel to predict inventory
requirements and minimize stockouts, leading to a 15%
enhancement in product availability.
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Rolled out a revamped menu system and leveraged insights to
customize orders, resulting in a 25% increase in customer
orders.
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Implemented POS data tracking to observe top-selling products,
facilitating more strategic promotions and restocking decisions.
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Crafted and enforced new Standard Operating Procedures for
inventory management, staff scheduling, and daily closing tasks
to enhance operational efficiency.
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Social Media Designer (May 2020 - Sep 2022)
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Established a content calendar that aligns with the brand to
ensure consistent posting and enhance online engagement.
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Utilized A/B testing on various post formats (such as reels,
carousels, and stories) to boost reach and conversion, resulting
in a 20% growth in followers.
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Designed digital assets with Canva and Adobe, customized for
audience demographics and seasonal trends.
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Analyzed social media metrics (Instagram Insights) to optimize
the timing of posts and the types of content based on audience
interactions.
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Barista & Shift Manager (Feb 2019 - Sep 2021)
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Oversaw cash management, reconciliation, and end-of-shift
reporting, achieving 100% accuracy during audit inspections.
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Guided junior baristas and established a peer coaching system to
enhance the efficiency of training.
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Created and improved drink recipes in line with seasonal trends
and customer tastes to boost menu attractiveness.
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Streamlined inventory purchasing based on daily sales data and
waste reports, leading to a 10% reduction in material waste.
Education
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Illinois Institute of Technology
Master of Science - MS, Data Science Apr 2024 - Sep 2026
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Springboard
Bootcamp, Software Developer Jan 2026 - May 2026
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O.P. Jindal Global University (JGU)
MBA, Business Analatics May 2024 - Jul 2025
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Correlation One
Bootcamp, IT Infrastructure Specialist Feb 2025 - May 2025
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Fullstack Academy
Bootcamp, Information Technology Dec 2023 - Jun 2024
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Shiraz University of Technology
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Master of Science - MS, Electrical and Electronics Engineering Sep
2020
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Bachelor of Science - BS, Electrical and Electronics Engineering
Sep 2016 - Jul 2020
Skills
Machine Learning & AI
- Reinforcement Learning
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Supervised & Unsupervised Learning(Logistic Regression, K-Means,
Decision Trees)
- Gen-AI / LLMs
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Natural Language Processing(Text Classification, Sentiment Analysis,
Topic Modelling)
Programming & Development
- Python (Numpy, Pandas, Scikit-Learn, Keras)
- SQL & Relational Databases (MYSQL, POSTGRESQL, SQLite)
- MATLAB
- RSTUDIO
- JAVA (Data Structure, Algorithms)
- Version Control (Git, Github)
Cloud & Tools
- AWS (S3, SageMaker, RedShift, Kinesis, Glue)
- Tableau
- Microsoft Office
- Jupyter Notebook
Data Science & Analysis
- Exploratory Data Analysis
- Regression
- Time Series Forecasting
- Feature Engineering & Dimesionality Reduction
Projects
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Auto Active and Passive Reconnaissance Using Python
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Creation of Python scripts for establishing connections with
databases for passive reconnaissance in penetration testing
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Automation of information-gathering processes pertinent to the
target
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Development of Python scripts for conducting network scans for
active reconnaissance in penetration testing
- Automation of information gathering on targets, including:
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Identification of open ports and services running on those ports
and exploration of CVEs for potential vulnerabilities
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Auto Brute-Force Attack Detection and Filtration through Firewall
Using Python
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Utilize a Python script to analyze FTP and SSH traffic to detect
malicious activities.
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Focus on identifying:
- Brute force password guessing attacks
- Credential stuffing attacks on FTP and SSH protocols
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Aim to enhance network security by Implementing firewall rules to
detect and prevent credential-stuffing attacks
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Automate specific firewall actions for IP addresses identified
during FTP and SSH analysis
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Providing flexibility by allowing users to:
- Set a specific time for filtering IP addresses
- Modify firewall rules as needed