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💼 Quantitative Finance Professional and AI/Machine Learning Enthusiast
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Re-inforcement-Learning--Dynamic-programming--case-study
May 4, 2026 – Present
Implementation of dynamic programming methods (policy evaluation & policy iteration) in a stochastic gridworld
View ProjectRNN-vs-Transformer-for-Time-Series-Forecasting
May 4, 2026 – Present
Implementation and comparison of RNN (LSTM/GRU) and Transformer models
View ProjectCustom-CNN-Architecture-vs-Transfer-Learning
May 2, 2026 – Present
A comparative study of custom CNN architectures and transfer learning approaches for image classification, highlighting differences in performance, convergence, and computational efficiency.
View ProjectDistributed-training-and-evaluation-via-PyTorch-DDP
May 2, 2026 – Present
Systematic investigation into the scalability of deep learning training, comparing single-worker and multi-worker setups across varying batch sizes
View ProjectMultilingual-Web-Retreival-Engine-and-Performance-Evaluation-system
April 22, 2026 – Present
Multilingual-Web-Retreival-Engine-and-Performance-Evaluation-system — GitHub repository
View ProjectInformation-Retreival-Query-Clustering-for-Intent-Discovery-in-Web-Search
April 5, 2026 – Present
Modern web search systems must understand user intent behind queries. Similar queries often reflect shared intent (e.g., "weather Goa", "temperature in Goa"). This assignment focuses on query-side intelligence rather than document retrieval alone.
View ProjectEuropean-Option-Valuation-with-Heston-stochastic-volatility-with-Monte-Carlo
May 7, 2018 – May 7, 2018
Adapted from Derivatives Analytics by Dr. Yves J. Hilpisch
View ProjectPlaying-with-Docplex-IBM-Optimization-tool-on-cloud
March 25, 2018 – March 25, 2018
Linear,integer,quadratic programming and Network models
View ProjectFitting-a-Gaussian-mixture-model-using-Expectation-Maximization-Algorithm
March 5, 2018 – March 8, 2018
on a multivariate dataset
View ProjectEstimating-term-structure-of-interest-rate-with-Kalman-Filter
February 21, 2018 – March 2, 2018
Repository for simulation and estimation of CIR one factor model parameters
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards theoretical and algorithmic implementations in data science, which aligns with a research-oriented or highly technical data scientist role. However, the lack of team projects or real-world application context makes it difficult to assess collaboration or business acumen. The projects are diverse in terms of algorithms but lack diversity in application domains, which might indicate a preference for academic exploration over broad industry application.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.