About
Data-driven Trainee Engineer with hands-on experience in Python, machine learning, and IoT-based systems. Skilled in building end-to-end solutions including data preprocessing, predictive modeling, API development, and dashboard visualization. Experienced in developing smart device analytics systems for energy optimization and fault detection. Passionate about leveraging data and AI to solve real-world engineering problems.
Skills & Expertise (34)
Work Experience
Project: Smart IoT Energy Optimization & Predictive Maintenance System
BDGtronix
Jun 2025 - Present
Designed and developed an IoT-based system to monitor and optimize smart devices including bulbs, fans, and dispensers. Built REST APIs using FastAPI for real-time device data collection and monitoring. Performed data analysis to identify usage patterns and peak energy consumption trends. Developed machine learning models for energy consumption prediction and fault detection. Implemented anomaly detection to identify abnormal device behavior and prevent failures. Created interactive dashboards in Power BI for real-time insights and decision-making. Improved energy efficiency through data-driven optimization strategies.
Trainee Engineer
BDGtronix
Feb 2025 - Present
I worked on optimizing smart IoT devices used in real-world applications like lighting and automation systems. Assisted in designing, developing, and testing software modules under senior engineer guidance. Gained hands-on experience in Python, data processing, and system-level development. Performed debugging, troubleshooting, and root cause analysis for technical issues. Collaborated with cross-functional teams to understand requirements and deliver solutions. Participated in code reviews and implemented feedback to improve code quality. Documented technical processes, workflows, and system designs. Supported deployment, testing, and validation of applications.
Project: Trade Opportunities API
BDGtronix
Feb 2025 - Jun 2025
Designed and developed a RESTful API service using FastAPI that analyzes market data for Indian sectors and provides AI-powered trade insights. Integrated Google's Gemini AI API to generate structured market analysis reports with executive summaries, trends, and risk assessments. Implemented secure authentication using JWT tokens with guest session management and 24-hour expiry. Built real-time data collection system using web scraping techniques (BeautifulSoup, Requests) to fetch current market news. Developed custom rate limiting solution to prevent API abuse and ensure fair usage (10 requests/minute per user). Implemented comprehensive input validation and error handling for robust API performance. Created in-memory session tracking system for monitoring API usage without database dependency. Wrote clean, modular code following MVC architecture pattern with separation of concerns. Generated interactive API documentation using FastAPI's automatic Swagger UI and ReDoc. Achieved 99% uptime with proper error handling and graceful degradation when external services fail.
Detecting AI Generative Text Using ML
Project
Apr 2024 - Jun 2024
Designed and developed a system to detect AI-generated text using state-of-the-art ML libraries. Integrated the model into a user-friendly web application.
Education
MCA - Sir M Visvesvaraya Institute of Technology
2022 - 2024 · Afghanistan
Bachelor in Computer Application - RJS First Grade College
2018 - 2021 · Afghanistan
Certifications
Fundamentals of Python for Data Science
Future Skill · 2026
Data Analytics
Scholar Logic · 2025
DBMS
NPTEL · 2023
Cloud Computing
NPTEL · 2023
Python
Besant Technologies · 2022
