Suryansh Singh Rawat Email and Phone Number
Suryansh Singh Rawat holds a Bachelor of Engineering in Electronics and Instrumentation from BITS Pilani. Currently, he is an AI Engineer-II at Ascentt, where he has contributed to developing scalable Generative AI solutions for enterprises. Previously, Suryansh worked as a Data Scientist at Deloitte USI, where he built AI solutions for cyber threat detection using custom Autoencoder architectures and NLP-based generative models. During his internship at Scienaptic AI, Suryansh gained experience in developing credit underwriting models using XGBoost and Logistic Regression, improving application approval rates.Suryansh has worked on various projects, including building a multilingual RAG QA model and developed a deep learning-based system to detect GAN-generated deepfake images. He also gained research experience at IIASA, Vienna, where he contributed to a Plant-FATE simulation model by integrating C++ code for plant simulations under varying climate conditions.With technical skills in Python, SQL, C++, and experience with frameworks like TensorFlow, PyTorch, and LangChain, Suryansh continues to apply his expertise in AI and machine learning to build impactful solutions across various domains.
Ascentt
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Ai Engineer IiAscentt Mar 2024 - PresentPlano, Texas, United States -
Data Science AssociateDeloitte Jul 2022 - Mar 2024Bengaluru, Karnataka, India- Developed custom Autoencoder architectures along with Graph Network based preprocessing with Neo4J to identify anomalies for detecting Zero-Day Cyber Threats using realtime cloud network flow data.- Built NLP based Generative AI solutions by creating RAG QA models, Entity Extraction and Summarization models. Utilized SOTA LLM models like Llama 2 and GPT-4, orchestrated pipelines using Langchain and deployed models using Streamlit.- Utilized Deep Learning NLP techniques to develop Deloitte IRL tool (multi-document to single-document requirements library automation tool). Created unsupervised clustering and multiclass classification models, finetuned document embeddings with Metric Learning using ArcFace Loss.- Built Text-Summarization Model for generating concise cyber threat reports using BERT. Incorporated NER Tagging and Masking models with SpaCy annotation. Developed model pipeline leveraging Flask and Docker for efficient deployment.- Created multiple web scrapers using Selenium and BeautifulSoup to scrape cyber threat reports from websites. -
Data Science InternScienaptic Ai Jul 2021 - Dec 2021Bengaluru, Karnataka, India- Utilised XGBoost and Logistic Regression to create Credit Underwriting ML Models to forecast the probability of credit accounts that may default, enabling an 11.5% increase in application approvals.- Designed a Unified (Generalized) Credit Underwriting ML model for getting the baseline performance for clients, resulting in reduced redundancy in model building process.- Assessed model summary statistics and coefficients using Lift Charts, KS Scores and Gini to determine best model.- Optimised data analysis techniques by creating bi-variate charts and wrote bureau data to model data conversion codes. -
Machine Learning InternResoluteai Jul 2020 - Nov 2020Bengaluru, Karnataka, India- Developed Customer-Employee classification models for security surveillance using YOLOv4 and TensorFlow.- Analyzed historical data using NLP techniques and derived insights using LDA Topic Modeling.
Suryansh Singh Rawat Skills
Suryansh Singh Rawat Education Details
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Electronics And Instrumentation Engineering -
Pcm (Cbse)
Frequently Asked Questions about Suryansh Singh Rawat
What company does Suryansh Singh Rawat work for?
Suryansh Singh Rawat works for Ascentt
What is Suryansh Singh Rawat's role at the current company?
Suryansh Singh Rawat's current role is AI Engineer II (GenAI) @Ascentt | NLP | BITS Pilani.
What schools did Suryansh Singh Rawat attend?
Suryansh Singh Rawat attended Birla Institute Of Technology And Science, Pilani, Blue Bells Model School.
What skills is Suryansh Singh Rawat known for?
Suryansh Singh Rawat has skills like Matlab, Python, Leadership, Fl Studio, Public Relations, Beatboxing, Machine Learning, Autocad, Natural Language Processing, C (Programming Language.
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Suryansh Singh Rawat
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