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CITIBANK
Data Scientist
June 16, 2026 – Present
kafka-design-patterns-python
April 19, 2026 – Present
Reference implementations of structural messaging patterns for Apache Kafka producers and consumers in Python.
View Projectcognitoport
April 15, 2026 – Present
Portfolio website featuring generative AI projects, technical skills, and professional experience.
View Projectgithub-actions-python-cicd-docs
April 2, 2026 – Present
Step-by-step CI/CD documentation for Python GenAI apps: GitHub Actions workflows, testing, linting, and deployment patterns (including Azure).
View Projectprompt_optimization_studio
March 25, 2026 – Present
prompt_optimization_studio — GitHub repository
View Projectagentic-ai-multi-agent-systems
February 15, 2026 – Present
A reference repository for Agentic AI and Multi-Agent Systems. Includes framework-agnostic theory (tool, memory, and state lifecycles; guardrails; design patterns; production considerations), multi-agent architecture documentation, and implementation examples using the OpenAI API, CrewAI, and LangGraph.
View Projectthesis-resume-to-job-description-matching
September 11, 2023 – October 6, 2025
Traditional keyword-based job matching overlooks context. My MSc Thesis proposes a 3-stage NLP pipeline: - 1. HDBSCAN clustering of JDs by semantics, 2. cosine similarity for document-level matching, 3. skillset similarity via phrase extraction. The system ranks top-10 jobs using averaged contextual scores, offering more precise recommendations
View ProjectCKD_prediction
October 16, 2022 – January 20, 2023
Using Machine Learning for prediction of Chronic Kidney Disease (CKD)
View Projectjapanese_business_card_recognition_ocr
January 29, 2022 – October 20, 2025
Japanese Business Card Management with YoloV5 and OCR: Automated Fragmentation and Label Recognition
View ProjectBio_Medical_Question_Answering_NLP
January 9, 2022 – May 25, 2023
Advanced information extraction & retrieval (question-answering) with Bio-Medical dataset using NLP transformers, topic modelling and document search.
View ProjectFace-Mask-Detection
October 23, 2020 – October 24, 2020
Face Mask Detection could be useful to detect the people in crowd who are not wearing masks. This project aims towards training the YOLO v5 neural network form the data containing images with people wearing mask, incorrectly wearing masks or not wearing the mask at all. The trained YOLO v5 network is applied on images, video or on real time video using web cam
View ProjectCultural Fit Analysis
The candidate's project portfolio demonstrates a strong inclination towards personal learning and exploration, covering a wide range of modern data science and AI topics. This self-starter attitude could be a good fit for an innovative and research-oriented culture. The current role as 'Data Scientist' at CITIBANK aligns with the target role, suggesting career focus. However, the lack of team-based projects or contributions to open-source initiatives makes it difficult to fully assess collaborative cultural fit.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven individual, capable of tackling complex problems independently. The variety of projects suggests adaptability and a willingness to explore diverse technical areas. However, without psychometric test results or interview data, it is difficult to assess specific soft skills like teamwork, stress handling, or communication clarity in a collaborative setting.