Sayantika Laskar

AI/ML Engineer | Health Informatics Specialist
Agartala, IN.

About

Highly motivated B.Tech student specializing in Health Informatics with a robust foundation in AI, Machine Learning, and Deep Learning, demonstrated through projects achieving up to 98% classification accuracy. Proven ability to develop and deploy intelligent systems, including real-time medical chatbots, emotion detection, and sign language recognition, leveraging Python, TensorFlow, and LangChain. Eager to apply strong analytical, programming, and data-driven problem-solving skills to contribute to cutting-edge AI/ML engineering or data science roles, particularly within health technology.

Work

Akai Space
|

Data Labeler and AI Developer Intern

Virtual, Remote, Global

Summary

Supported AI model development by accurately labeling datasets, testing model outputs, and contributing to data-centric ML workflows in a hybrid work environment.

Highlights

Supported AI model development by accurately labeling diverse datasets, ensuring high-quality input for training.

Executed rigorous testing of AI model outputs, identifying discrepancies and contributing to performance enhancements.

Contributed to data-centric ML workflows, improving efficiency and reliability in a hybrid work environment.

Volunteer

GDSC Club, VIT Bhopal
|

Machine Learning Team Core Member

Bhopal, Madhya Pradesh, India

Summary

Led and contributed to open-source initiatives within the Machine Learning team, fostering community engagement and knowledge sharing.

Highlights

Organized and conducted an event for approximately 80 participants, fostering community engagement and knowledge sharing in machine learning.

Contributed actively to open-source projects, applying Machine Learning expertise and collaborating with peers.

Fine Arts Club, VIT Bhopal
|

Social Media and PR and Outreach Team Core Member

Bhopal, Madhya Pradesh, India

Summary

Managed social media, PR, and outreach for the Fine Arts Club, enhancing communication and teamwork.

Highlights

Managed 5 successful events, each attracting approximately 100 participants, significantly enhancing communication and teamwork skills.

Led social media, PR, and outreach efforts, effectively promoting club activities and increasing member engagement.

Education

VIT Bhopal University
Bhopal, Madhya Pradesh, India

B.Tech

Computer Science and Engineering

Grade: 8.68 CGPA

Courses

Health Informatics Specialization

Awards

Flipkart Grid 7.0 Semi-Finalist

Awarded By

Flipkart

Recognized among top participants in Flipkart's national-level competition, demonstrating strong problem-solving and innovation skills.

Raman Research Award

Awarded By

IEEE Xplore

Awarded for a Scopus-indexed research paper on climate change modeling using ARIMA, published in IEEE Xplore.

Health Hackathon Participant

Awarded By

VIT Bhopal University in collaboration with John Hopkins University

Selected among the top 236 teams at a Health Hackathon, showcasing innovative solutions in health technology.

Finalist, Young Leaders Viksit Bharat Program

Awarded By

Ministry of Sports and Youth Affairs

Recognized as a finalist after excelling in quiz, essay ("Tech for Viksit Bharat"), state-level pitch, and national presentations at Bharat Mandapam.

Publications

Mitigating Climate Change: Utilizing Global Warming Through ARIMA Modelling

Published by

IEEE Xplore

Summary

Explored the application of ARIMA time series modeling to analyze global temperature rise patterns and forecast future climate trends.

International Conference on Data Computation and Communication

Published by

Conference Proceedings

Summary

Presented two papers on heart disease prediction using Machine Learning and climate change using ARIMA.

Skills

Programming Languages

Java, Python, C++.

Machine Learning & Deep Learning

Machine Learning, Deep Learning, TensorFlow, Keras, OpenCV, CNN, NLP, LangChain, FAISS, OpenAI API.

Tools & Platforms

GitHub, Streamlit.

Data Analysis & Algorithms

Data Structures, Algorithms, Problem Solving, Competitive Programming, Leetcode, GFG, HackerRank, Codeforces.

Health Informatics

Health Informatics, Medical Literature Analysis, Climate Change Modeling.

Projects

Data Structure and Algorithm Proficiency

Summary

Demonstrated strong problem-solving and algorithmic skills through extensive competitive programming.

Face Emotion Detection System

Summary

Developed a real-time facial emotion recognition system using Python, TensorFlow, and OpenCV, achieving high accuracy.

Sign Language Recognition

Summary

Developed a CNN-based model for real-time American Sign Language (ASL) hand gesture recognition using webcam input.

HealthBot - AI-Powered Medical Chatbot

Summary

Developed a retrieval-based medical chatbot using LLMs, LangChain, and FAISS for real-time question answering based on medical literature.

GSSOC '24 Contributor

Summary

Contributed to open-source projects related to Machine Learning and Deep Learning during GSSOC '24.