Aman Kumar Sahu Email & Phone Number

Mumbai, MH, IN

Mumbai, Maharashtra, India

• As a Data Scientist and Consultant at Arcadis, I specialize in developing and deploying advanced Machine Learning algorithms to drive data-driven decision-making. My key projects include:
• Predictive Maintenance and Anomaly Detection: Designed and implemented state-of-the-art models, leveraging Tableau for data visualization to provide actionable insights.
• IT Ticket Analysis: Utilized advanced NLP techniques (keyBERT, sentence embedding, Gensim) and GPT models for categorizing support requests, and enhancing IT support processes.
• NRW Leak Detection: Developed a leak localization system for Water Distribution Networks using Graph Neural Networks (GNNs), enabling precise leak detection and timely maintenance interventions.
• Retrieval-Augmented Generation (RAG) Model: Created a versatile RAG model with LangChain tools, integrating Selenium for data collection and Google Flan T5 for language understanding, delivering high-quality solutions.
• Dynamic Spatial Analytics Dashboard: Designed a spatial data web application using Plotly Dash, Dash Leaflet, Python, ArcGIS, and PostgreSQL, providing interactive geospatial analysis and insights.

Mumbai, Maharashtra, India

• Worked extensively with ADB, fixing production bugs and analyzing raw data.
• Developed and maintained datasets to support various business needs.
• Improved data quality and efficiency, ensuring accurate and reliable data.
• Conducted exploratory data analysis (EDA) to identify patterns, trends, and anomalies.
• Focused on model training, fine-tuning models for optimal performance and accuracy.
• Evaluated model performance and iterated based on results to enhance outcomes.

Mumbai, Maharashtra, India

• Spearheaded a resume ranking project, employing advanced NLP models such as TF-IDF, CBOW, and various embeddings, including Word2Vec and GloVe, to optimize candidate selection processes.
• Implemented diverse embeddings and models, including Bag of Words models, for nuanced resume analysis and ranking.
• Contributed to the development of the "Myraa Superstar" project, emphasizing continuous enhancement of the resume ranking system.
• Utilized a robust technology stack including Python, NLTK, SpaCy, NumPy, Pandas, and Matplotlib.

Mumbai, Maharashtra, India

Mumbai, Maharashtra, India

Mumbai, Maharashtra, India

developed the app which shows the weather, it alerts the user, aboutthe cyclones, floods and other natural disasters.

Mumbai, Maharashtra, India

the apps contain the upcoming events, ongoing events, its shows thecomplete academic details for the logged-in student from marks toattendance and much more.

B.Tech - Bachelor Of Technology, Information Technology, 9.04

Hsc, Computer Science, 82.00%

Activities and Societies: Chess Player (Regional)

Senior Secondary, Pcm, 9.6 Cgpa (91.20%)