Overall 6 years of experience. As Data Scientist 3+ years of experience, passionate about Generative AI, LLM, Artificial Intelligence, Natural Language Processing. specializing in delivering optimal solutions using NLP, LLM. I am deeply engaged in the development of products intended to substantially decrease the time span between drug development and market availability. These products are designed to automate, assist, and streamline the intricate process of coding SDTM, ADaM, tables, listings, and figures within the clinical trial report submission process. I am actively applying and exploring techniques like instruction fine-tuning using QLora, Lora, and the adapter technique, prompt tuning, the implementation of Retrieval Augment Generation, quantization techniques, and employing techniques to convert GPU models to run on CPU in GGUF format. Skills: Python, Machine learning, NLP, hugging face Transformers, pytorch, keras, Tensorflow, Deep learning, Large Language Models, Lang chain, Llama cpp, Pandas, Matplotlib, LILT, LayoutLM, Autoencoder, R, SAS(Basic), Statistics,
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Data ScientistSymbianceChennai, Tn, In -
Data AnalystSymbiance Dec 2021 - PresentChennai, Tamil Nadu, IndiaNarrative Text Generation : Finetuned mistral instruct model using Lora technique, to generate narrative for the reported adverse event using the subjects data collected in clinical trial.Prompt tuning : Created a prompt and output grammar to get the desired output from LLM.Model Deployment AWS Lambda (CPU) : Deployed 5 bit quantized mistral instruct Q5_K_M model (GGUF) in lambda using llama cpp and Langchain and effectively reduced the cost/token for bulk processing. -
Data AnalystExela Technologies Mar 2020 - Nov 2020Chennai, Tamil Nadu, IndiaAnalyzing the productivity, FTS Saving, Cost savings, partner performance indicator and operations performance. Monitor individual andteam performance and ensure to achieve customer satisfaction, operational efficiency and team work.Created monthly report for management team that compared workforce costs to actual revenue production.Interact with various department Cast and Leaders to develop process improvements for this operation.Workforce management on volume,forecasting, resource capacity and efficient staff scheduling to meet service level targets -
Data AnalystAlliance Infrastructure Projects Pvt Ltd (Aka) Alliance Group Sep 2018 - Feb 2020Chennai Area, IndiaTracking and Extracting data from lead Management systems like Sell. Do and Lead Square.Providing data-backed insights for management team to take strategic business decisions.Tracking and analyzing the leads trend in Google AdWords and Google Analytics.Providing analyzed insights based on Graphical representation using R Programming Language.Generating data from database using SQL Query (Basics).Preparing Daily, Weekly, Months reports based on the requirement. -
Data AnalystUnmetric Nov 2016 - Feb 2018Chennai Area, IndiaWorked on over 20,000 brand's content categories across various social channels.I have done sentiment Analysis. The data getting from social media pages and our own data platform(Customer Information like survey type). It has useful to knowing customer behavior (For example customer satisfaction, Customer buying product review was positive or negative, how customers are responding to this ad campaign/product release/offer items on social media pages).Worked on publicly available data for social channels - Facebook, Twitter, Instagram, YouTube, Pinterest and LinkedIn.Social media research and audit capabilities for brands in Unmetric's platform.Strong acumen in analyzing the effectiveness of content performance by the brands on their social channels and also identifying patterns on what content categories, concepts, trends, types and time have worked well for brands and industry at large. Extensive knowledge of social demographics data for brands, which helps brands in positioning their content and promotion strategies.Ability to research on appropriate leads/prospects co-ordinates for Unmetric on Linkedin and ZoomInfo.Handled rigorous brand audit targets and have achieved them within the stipulated timelines.Experience in working with cross-functional teams (Development, Product, Sales, Marketing and Account Management).Social Media listening & insights and deliver Analytics integrating data consumable by senior business decision makers. Consulting & Solution design - Creating a Social media road map, setting up social media management practices, brand insights. Interpreting the data using statistical techniques (Regression, Correlation, Time series). -
Data AnalystMahindra First Choice Wheels Ltd Sep 2015 - Mar 2016Chennai Area, IndiaPrepare data and information for making regular report.Perform data analysis for complex data and files.Using advanced technology for analyzing data.Extracting and analyzing customers data using Excel (Vlookup, Hlookup, Pivot table) and Google sheets.Evangelize on data mining, statistical analysis and prepare visualizations
Giri Babu Skills
Frequently Asked Questions about Giri Babu
What company does Giri Babu work for?
Giri Babu works for Symbiance
What is Giri Babu's role at the current company?
Giri Babu's current role is Data Scientist.
What schools did Giri Babu attend?
Giri Babu attended University Of Madras, Coursera.
What skills is Giri Babu known for?
Giri Babu has skills like R Programming, Spss, Basic Sas, Predictive Modeling, Analytics, Predictive Analytics, Statistical Modeling, Time Series Analysis, Regression Analysis, Principal Component Analysis, Cluster Analysis, Ms Excel Pivot Tables.
Who are Giri Babu's colleagues?
Giri Babu's colleagues are Pandian Ravi, R J Barath, Devprakash Manoharan, Sakthi Vel S, Devanbu Diwakar, Vijayakumar M.n, Heera Rajendran.
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