Hi, I'm Harshita Surana
B.Tech CE (ML & AI) Student | Web Developer | Python Developer | ML & AI Developer
I specialize in building clean, responsive web applications, developing machine learning models, and creating backend systems with Python and Flask.
About Me
I am a B.Tech Computer Engineering student specializing in Machine Learning and Artificial Intelligence (6th semester). I work across Web Development, Python backend development, and Machine Learning, building projects that combine clean design with real-world problem solving. I enjoy developing modern, responsive websites, creating Python-based automation and backend systems, and applying ML techniques to analyze data and build intelligent applications. My academic background in ML & AI, combined with hands-on project experience, helps me understand both the theoretical concepts and their practical implementation.I continuously explore new tools, frameworks, and technologies to grow as a versatile developer and engineer.
Skills
Experience
Machine Learning Intern
Acmegrade Private Limited
- Built and optimized predictive models using Python, TensorFlow, and scikit-learn, achieving improvement in model accuracy through hyperparameter tuning.
- Designed data preprocessing pipelines with Pandas and NumPy to clean and transform records for training machine learning algorithms.
- Deployed ML models via Flask REST APIs, enabling real-time predictions for internal analytics dashboards.
- Collaborated with cross-functional teams to translate business requirements into actionable ML solutions.
Summer Intern — AWS Cloud Computing
Axisray Software Company
- Designed and deployed scalable cloud infrastructure on AWS using EC2, S3, Lambda, and RDS to support production workloads.
- Automated infrastructure provisioning with AWS CloudFormation, reducing deployment time by 40%.
- Collaborated with senior developers to understand deployment on cloud platforms (AWS).
- Implemented IAM policies and security best practices to ensure compliance and data protection across cloud resources.
Winter Intern — Advanced Computer Vision
Tusker AI
- Developed real-time object detection systems using OpenCV, YOLO, and PyTorch for industrial automation applications.
- Optimized computer vision pipelines to process 30+ FPS video streams with 95% detection accuracy.
- Built custom training datasets and fine-tuned pre-trained models to improve domain-specific recognition tasks.
- Integrated vision models into production systems using Python and Docker for seamless deployment.
Certificates & Competitions
WIE HackX 2025
Nirma University, Ahmedabad
Built an AI-powered retail theft prevention system using YOLO object detection and OpenCV for real-time video analysis. Leveraged Python and computer vision techniques to identify suspicious behavior patterns.
Smart India Hackathon (SIH)
National Level Competition
Developed a web platform that uses AI sign recognition to translate American Sign Language (ASL) to text and speech in real time. Built with Python, TensorFlow, Flask, and integrated speech synthesis APIs.
AI CERTs Certifications
AI+ Prompt Engineer Level 1 & AI+ Developer
Completed professional certifications in AI prompt engineering and AI development, gaining expertise in designing effective prompts, building AI-powered applications, and integrating LLMs into production workflows.
Projects
Nexera-Job-Portal
A comprehensive job portal platform with advanced features for job seekers and employers.
View on GitHub →MovieRecommendationSystem
An intelligent movie recommendation system using collaborative filtering and machine learning.
View on GitHub →ASLSignLanguageTranslator
Developed a real-time American Sign Language translator using deep learning and computer vision. Implemented gesture recognition to convert signs into text for effective communication.
DanceWebsite
A dynamic website for a dance studio featuring class schedules, instructor profiles, and online registration.
View on GitHub →WebTalk
A real-time chat application with WebSocket support for instant messaging and group conversations.
View on GitHub →FoodWebsite
A food ordering platform with menu browsing, cart functionality, and order tracking.
View on GitHub →Get In Touch
Have a question or want to work together? Feel free to reach out!