Deepak Yadav

Data Scientist

Roorkee, Uttarakhand, India5 yrs 7 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Developed predictive ML models with high accuracy.
  • Led large teams and organized impactful community events.
  • Automated processes saving significant operational costs.
Stackforce AI infers this person is a Data Science professional with a focus on Healthcare and Corporate automation.

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Skills

Core Skills

Data ScienceMachine LearningProject Management

Other Skills

AI botsAdvanced Language ModelsAnalytical SkillsData visualizationDockerEmail automationGCPLLaMA 2LeadershipLongformer modelML modelsMarketingMarkov chainsMicrosoft ExcelOperational efficiency

Experience

Deloitte

Data Scientist

Aug 2023Present · 2 yrs 7 mos · Hyderabad, Telangana, India · Hybrid

  • Project Infinity: Likely-to-Pay Model
  • Streamlined the assessment of new claims, determining payment decisions and accurate payout amounts,
  • thereby enhancing operational efficiency, automating these processes, saved client’s company $100 M annually.
  • Built a predictive ML model to prioritize high-probability claim adjustments, achieving 96% accuracy and 94
  • % recal, and improving overal claim examination efficiency
  • Built a Payment Percentage Prediction Solution utilizing Advanced Language Models (LLMs), including GPT-
  • 4, to accurately forecast payment percentages.
  • Project ICD-10 Data Mapper: Automate ICD Tagging
  • Developed a transformer-based Longformer model to automate ICD code assignment, reducing manual effort
  • and time for doctors, and processed long clinical notes efficiently to ensure accurate patient bi ling.
  • Containerized the model using Docker and deployed it on GCP for seamless integration, and enhanced model
  • interpretability and transparency by utilizing SHAP values to explain ICD code assignments.
  • Project SDOH GenAI: Empowering Patients with AI ChatBot
  • Developed a conversational AI assistant, leveraging the cutting-edge LLaMA 2 language model, and trained
  • the assistant to translate natural language health inquiries into structured SQL queries.
  • Provided insightful data visualizations to patients, empowering them with self service healthcare insights and
  • fostering a deeper understanding of their health data
  • ELV PMO Gen Ai
  • Assisted the Elevance PMO in developing an several AI bots,for responding to user emails related to Onboard-
  • ing, Offboarding, VPN Issues, DaaS Citrix Issues, and STAFFIT, for answering questions from a document.
  • These use cases account for 40 % of the total emails received. Automating responses to these emails will
  • significantly reduce the workload on the PMO team.
Predictive ML modelAdvanced Language ModelsDockerGCPSHAP valuesData Science+1

Keepflying®

Data Science Intern

Feb 2023Aug 2023 · 6 mos

  • Developed ML models based on Weibull distribution, Poisson process, and Markov chains for product lifecycle analysis. Built Pre-Gate 0 and Gate 0 Capacity Planning models for resource analysis, scheduling, and hierarchical priority management in MROs. The model optimized resource allocation, forecasted resource needs, and calculated costs, profitability, and risks, enabling informed business decisions.
ML modelsWeibull distributionPoisson processMarkov chainsData Science

Himalayan explorers'​ club,iit roorkee

Secretary

Jul 2021Mar 2023 · 1 yr 8 mos

  • Leading a team of 44 members consisting of 7 deputy secretaries, 17 joint secretaries, 20 executive members.
  • Organised Mountain Cleaning Drive in collaboration with, National Mission for Clean Ganga, State Program
  • Management Group, Uttarakhand near Gaumukh, Tapovan(50km, 4463m) and nearby areas during September 2019.
  • Organised treks and trips for 500+ students/alumni of IITR in Uttarakhand and Himachal.

Ncc iit roorkee

General secretary

Aug 2020Jul 2021 · 11 mos

  • Lead a Team of 420 cadets consisting of 3 Under Officers, 15 Sergeant Majors and 18 Sergeants, coordinating with officers of Lt. General, colonel rank, ANO's, Director, Deans etc
  • Responsible for conceptualizing and implementing training activities for cadets in the online semesters, the launch of NCC IITR's website, the first-ever launch of NCC IITR's annual magazine, IITR's first virtual Marathon.
  • Organised 50+ events including NCC Day Donation Drive amid Covid, 2 Online EBSB Camps(2020-21), Combined Annual Training Camp (CATC 2019-20) impacting 10k+ people.
  • Participated in two 'Guards Of Honour' parades to The Director, IIT Roorkee.

Doubtnut

Content Developer

May 2019Jul 2019 · 2 mos

Education

Indian Institute of Technology, Roorkee

Integrated M.tech — Geophysical technology

Jan 2018Present

Resonanance kota

Jan 2017Jan 2018

Vibrant academy kota

Jan 2015Jan 2017

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