Som Kumar Sahoo

Background

About Som Kumar Sahoo

Career Path- Had switched career from Electronics & Instrumentation Engineering & Business Analysis to Data Science in 2021-22, driven by passion for problem-solving & research - Have successfully delivered critical ML projects, enhancing accuracy & efficiency; earning client recognition - Committed to staying updated with latest AIML advancements Strengths- Leveraging 2 years of AIML & IT experience (2022 - present) and 8.5 years of Sensor Technologies & Process Control experience (2013 - 2021)- Unique fusion of Technical Expertise, Business Acumen and Management - Improving ML Models with Mathematical & Statistical Insight Previous Experiences- Successfully worked as individual contributor & team player in critical AIML projects in Healthcare & Marketing domain, enhancing prediction accuracy and latency through R&D (2022-Present)- Drove business growth and client satisfaction through integration of Sensors, Process Control Equipment, and Capital Equipment, along with Application Engineering and Market Research (2013-2021) Technical Skills- AIML: End-to-End Machine Learning and Neural Networks & Transformers based Deep Learning - Computer Vision: Image Processing, Object Detection, Semantic Segmentation, Motion Tracking, LVM - Natural Language Processing & Text Mining: Sentiment Analysis, NER, Text Classification, Summarization & Translation, LLM & RAG - Time Series Forecasting & Analysis: Traditional, ANN-based & Stochastic Models - Supervised Learning: Regression, Classification & Ensemble Models - Unsupervised Learning: Clustering, PCA, t-SNE, RBMs, Auto-Encoders - Reinforcement Learning: MDP, Monte Carlo, Q-Learning, SARSA, DQN - Programming: Python (Advanced), SCALA, MATLAB, C++ & Core Java - Data Engineering: MySQL, MongoDB, Data Warehouse, Data Pipeline - ETL & Visualization: PostgreSQL, Pentaho, Power BI & Python - Web Development: Django, HTML, CSS, JS - Mathematics & Statistics: Probability, Descriptive & Inferential Statistics, Mathematical Modeling & Optimization - Other Skills: GIT, MLOps, MLFlow, Azure/AWS, JIRA, Scrum, Business Analysis & Product Management Domain Expertise- Healthcare & Pharma - Sensors & Process Control - Market Research & Analysis - Semiconductor, Photovoltaics & Solar - Business & Finance - Telecom & Networking - Logistics & Supply Chain - Robotics & Industrial Automation Career Aspirations- Seeking a Data Scientist position to apply data-driven techniques to complex business problems - Aspiring to lead data science initiatives leveraging my analytical, technical, and management skills