🚀 Future-Focused Entrepreneur | AI Innovator | Changemaker 🌟Since childhood, I’ve been captivated by the entrepreneurial spirit, dreaming of a life dedicated to tackling the world’s toughest challenges. I firmly believe that every problem has a solution, and when conventional methods fall short, innovation rises to meet the need. Influenced by Steve Jobs, I integrate his ideologies into my daily routine, using his principles as a compass for my own journey. My notebooks are filled with ideas for innovation, and I actively brainstorm with peers and industry leaders, refining concepts and mapping out potential solutions.I am committed to continuous learning—immersing myself in the worlds of business and entrepreneurship through podcasts, books, and documentaries. I see technology, particularly AI, as the engine driving tomorrow's solutions. Equally passionate about psychology, I am currently planning a mental health project that integrates cognitive computing and AI, aiming to bridge the gap between technology and human well-being.My six-year plan is a blueprint for excellence: to immerse myself in groundbreaking research, contribute to the open-source community, and champion the cause of accessibility through cognitive and NLP technologies. I believe the greatest impact lies in creating technology that resonates beyond borders, bridging knowledge with empathy.To cultivate an environment of growth, I surround myself with ambitious, career-driven individuals who share my vision. I know that progress emerges from a network of bright minds and collaborative spirits. I’m dedicated to channeling my creativity and expertise into innovations that make life simpler, better, and more accessible.I’m ready to connect with fellow visionaries, push boundaries, and co-create a future that inspires. Let’s build something extraordinary together!
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Ai Ml EngineerBirlasoftChennai, Tn, In
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Data Science InternAispry Dec 2023 - Sep 2024Chennai, Tamil Nadu, IndiaMachine Learning Engineer/Data Scientist: Design, build, and deploy ML models to analyze complex datasets. Perform data preprocessing, feature engineering, model evaluation, and optimization. Collaborate with teams to implement predictive solutions and provide insights for data-driven business decisions.Currently focusing on Natural Language Processing (NLP) and Large Language Models (LLMs), specializing in the development and fine-tuning of custom models for various text-based tasks. Working with advanced architectures like BERT, RoBERTa, Gemini, PaLM, and LLaMA. This includes tasks like emotion detection, text generation, and formal/informal text analysis, with an emphasis on improving model accuracy and evaluating using metrics like precision, ROC, and BLEU scores. -
ProjectRaw-Material (Metals & Minerals) Price Forecasting Mar 2024 - Apr 2024• Business Problem: Tackled volatile pricing in the raw spice material market.• Solution: Implemented a time series forecasting solution using ARIMA and Prophet models.• Outcome: Improved forecast accuracy by 90%, leading to a 10% reduction in production costs and 20% savings in procurement and inventory management.•Project Flow:Project: Raw Metals and Minerals Price ForecastingForecasted prices for eight metals using 348 records spanning 3-4 years. Conducted grouping, EDA, missing value checks, trend imputation, and outlier detection using IQR. Analyzed seasonality and trends. Trained ten models per metal, evaluated with MAPE, and deployed SVR on Streamlit for local access.
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ProjectText Emotional Classification - Llm May 2022 - Jun 2022• Business Problem: Analyzed emotional tone in job candidates' communications.• Solution: Built an NLP model using BERT and RoBERTa for emotion detection and language analysis.• Outcome: Achieved 90% accuracy, enhancing emotion recognition and reducing decision-making time by 15%.•Project flow:Analyzed emotions, grammar, filler words, and formality using Kaggle and GitHub datasets. Preprocessed data with regex and lowercased text. Tokenized data for custom models, trained with BERT, RoBERTa, and GPT-2 for 16 emotions. Utilized Gemini, Palm, and LLaMA for LLMs. Evaluated with accuracy, precision, ROC, and BLEU scores. Deployed using Streamlit.
Sugumar S Education Details
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360DigitmgArtificial Intelligence -
Kalasalingam Academy Of Research And Education8.3
Frequently Asked Questions about Sugumar S
What company does Sugumar S work for?
Sugumar S works for Birlasoft
What is Sugumar S's role at the current company?
Sugumar S's current role is AI ML engineer.
What schools did Sugumar S attend?
Sugumar S attended 360digitmg, Kalasalingam Academy Of Research And Education.
Who are Sugumar S's colleagues?
Sugumar S's colleagues are Vandana Sharma, Heena Shaikh Khan, Parikshith Sk, Vipul Kumar, Brijesh Singh, Tanvi Kumar, Chander Shekhar.
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