Preksha Rai +91-7003460684
Roll No.: 11600921031 # preksharai1008@email.com
Bachelors of Technology - IT § GitHub Profile
MCKV Institute of Engineering, Howrah ï LinkedIn Profile
Education
MCKV Institute of Engineering
• 2021-2025
B.Tech - Information Technology CGPA: 8.98
Shree Jain Vidyalaya (Howrah)
• 2020-2021
Higher Secondary Education (Class XII) Percentage: 79
Vivekananda English Academy (H.S)
• 2018-2019
Secondary Education (H.S) Percentage: 84
Experience
Promact Infotech Pvt. Ltd.
• Feb 2025 - April 2025
AIML Intern Vadodara
– Skills: Python, FastAPI, PostgreSQL, Git, Generative AI, LangChain, Gemini API, RAG
– Automated project-resource mapping by building a team recommendation system that extracts project-required
skills using LLMs and matches them with employee profiles.
– Reduced manual allocation efforts and improved internal staffing efficiency by integrating AI into the Skill Matrix
Management workflow.
– Actively led and contributed to Agile sprints, stand-ups, and code reviews with a focus on ownership and team
collaboration.
National Informatics Center (NIC)
• June 2024 - July 2024
AIML Trainee Kolkata
– Enabled fast, accurate fish species identification to support biodiversity monitoring and conservation.
– Delivered an intuitive application that empowers research to efficiently monitor and study aquatic biodiversity.
Personal Projects
AI Career Assistant | GitHub
• 2025
– Tools & technologies used: FastAPI, Streamlit, Google Gemini API, PyMuPDF, python-docx
– Developed an AI-powered career assistant using FastAPI and Streamlit that analyzes resumes (PDF/DOCX) and
provides personalized career guidance, skill gap analysis, and learning plans leveraging Google Gemini API.
– Implemented seamless frontend-backend integration with REST APIs, enabling dynamic career option fetching,
resume upload, and generation of downloadable AI-driven career plans
Driver Drowsiness Detection System
• 2024
– Tools & technologies used: Python, Numpy, Scipy, OpenCV, Imutils and Dlib
– Employed sophisticated ML models to analyze features such as facial expressions, eye movements, steering behavior,
and physiological signals like heart rate and skin conductance
– Implemented real-time monitoring and alerting mechanisms, using a camera to track eye movements, facial ex-
pressions, and other indicators of driver drowsiness
Electricity Billing System
• 2023
– Tools & technologies used: Java, SQL.
– This project helps users perform various tasks like personal Login, generating & payment of electricity bills and
calculating multiple bills.
– The project is divided into different classes that deal with each requirement.Provides a comprehensive platform
for managing electricity bills efficiently
Technical Skills and Interests
Languages: C, Java, Python
Developer Tools: Git, GitHub, VS Code, CI/CD
Web Technologies:HTML5, CSS3, JavaScript
Frameworks:FastAPI, Django, RestAPIs
Databases:PostgreSQL, MYSQL, MongoDB
CS Fundamental: Data Structure & Algorithm, Object-Oriented Programming, Operating System, DBMS, SDLC
Areas of Interest:Machine Learning, Deep Learning, Generative AI (GenAI), LangChain, Retrieval-Augmented
Generation (RAG), Large Language Models (LLMs)
Positions of Responsibility
Member of Heritage Club of MCKVIE
• 2021-2025
Member of Greenovation Club of MCKVIE
• 2023-2024
Achievements
• Winner of Intra College Girl’s Cricket Tournament
• Participated in university hackathon, contributing to a project that won ’Best Innovation’ award.
