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Assessing your cultural and operational fit
Semantic-Textual-Similarity
June 21, 2025 – June 21, 2025
Developed a Semantic Textual Similarity model, achieving a Pearson correlation of 0.89 on test data, outperforming traditional statistical and standalone neural network approaches. Implemented and evaluated N-gram based methods, CNN, RNN, LSTM, BERT, and a knowledge distillation approach using MiniLM.
View ProjectDistributed-Shared-Memory
March 28, 2025 – May 19, 2025
Implemented a fault-tolerant distributed key-value store in Go using master-slave replication, automatic failover, quorum-based writes, and majority-vote reads. Included client resilience, write-ahead logging, and a command-line interface for scaled testing across multiple nodes.
View ProjectELMo-Deep-Contextualized-Word-Representations
March 20, 2025 – March 28, 2025
ELMo-Deep-Contextualized-Word-Representations — GitHub repository
View ProjectStatic-Word-Embeddings
February 15, 2025 – March 28, 2025
Static-Word-Embeddings — GitHub repository
View ProjectSMAI-A2
September 7, 2023 – September 27, 2023
Contains Implementation of various methods like PCA , HIerarchial Clustering , Bayesian Information Criterion and Guassian MIxture Model
View ProjectAir-Quality-Monitoring-System
June 7, 2023 – June 14, 2023
Developed a MERN stack based dashboard that displayed graphs of air pollution data from an OM2M enabled node with various sensors.
View ProjectAirdrop-Insurance
June 7, 2023 – June 9, 2023
The Airdrop Insurance project is a decentralized application (DApp) that uses the Flutter framework for the user interface and the Firebase platform for backend services. The DApp allows users to purchase insurance policies using their mobile devices. The policies are stored on the Ethereum blockchain using smart contracts written in Solidity.
View ProjectScience-II
January 31, 2023 – April 26, 2024
Contains Course-work I have done as part of Science-II course curriculum
View ProjectPig_Game-Simulator
December 29, 2022 – July 7, 2023
Virtual Dice Game built using Javascript
View ProjectIIITH_CSE_SEM-3_Resources
December 4, 2022 – October 16, 2023
Contains Resources related to Courses like Automata Theory , Data & Applications , Embedded Systems Workshop , Operating Systems and Networks , Probability & Statistics , Real-Analysis , Algorithm Analysis and Design
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards academic and personal technical exploration, particularly in machine learning and data science. The diversity of projects, from blockchain to distributed systems, indicates a broad technical curiosity. However, the lack of professional experience or team-based projects makes it difficult to assess cultural fit in a collaborative work environment. The target role 'Data Scientist' aligns well with several of the candidate's personal projects.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a focus on technical implementation.