Engineering @ Synopsys | Former Researcher @ CISPA Helmholtz Center for Information Security, Germany | Computer Science Graduate @ IIIT Delhi
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phr-mental-chat
June 12, 2024 – February 4, 2025
Llama-2's Mental Therapy Chatbot: fine-tuned 7B & 13B models for empathetic conversations. Made using HF Transformers, Gradio UI and deployed using HF TGI-Inference, FastAPI and Docker
View Projectsales_prediction_time_series
March 15, 2024 – April 23, 2024
sales_prediction_time_series — GitHub repository
View ProjectTwoView_DepthEstimation
May 2, 2023 – May 9, 2023
Developed a Two View Depth Estimation system utilizing Epipolar Geometry, OpenCV, SIFT Detectors, RANSAC, Frame Rectification, and StereoSGBM algorithm. Benchmarked depth maps using a pretrained PyTorch MiDaS monocular depth estimation model.
View ProjectFake-News-Detection
December 14, 2022 – January 5, 2023
Machine Learning and Deep Learning Model using Natural Language Processing to help in detection of the fake news. Used Deep Learning models such as Artificial Neural Network and ML models like SVM and random forest using Python, NLTK Library, Numpy and Sklearn. Can help overcome privacy and cybersecurity challenges
View ProjectBitcoin-Ransomware-Classifier
October 22, 2022 – October 22, 2022
This project aims to classify any ransomware associated with a Bitcoin Address and other transaction features using ML techniques like Decision Tree, Random Forest , Ensembling and Boosting.
View ProjectDry-Bean-Prediction
October 22, 2022 – November 6, 2022
This project aims to solve the problem of classification of various seeds of dry bean into different classes using ML techniques such as Naive Bayes and Logistic Regression. It also aims to analyse the data thoroughly and perform EDA on it.
View ProjectMachine-Learning-Project
September 10, 2022 – December 4, 2022
Machine-Learning-Project — GitHub repository
View ProjectECommerce-Grocery-Store
April 19, 2022 – February 21, 2023
Built an E-Commerce Store website using Flask, MySQL, Python and HTML/CSS. Users can purchase products and give reviews, Sellers can add their inventory, IT-Admin can add Delivery Boy and sellers. Used ER Diagram to formulate all the required entities. Ability to use coupon codes with various conditions was implemented.
View ProjectSnakeAndLadder
December 8, 2021 – September 13, 2022
A Snake and Ladders game using JavaFX library where users can play against each other. Implemented using OOPS, Multithreading and GUI
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards individual technical development and exploration of various ML/DL domains. The diversity of projects (e-commerce, fake news, market analysis, depth estimation, chatbots, ransomware classification) indicates a broad interest in applying data science techniques. However, the lack of team-based projects or professional experience makes it difficult to assess collaboration and cultural fit within a structured team environment. The projects align well with the technical aspects of a Data Scientist role, but the absence of real-world application or impact metrics limits the depth of this assessment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The provided data primarily focuses on technical projects.