Salil Gautam

AI Researcher

Bengaluru, Karnataka, India6 yrs 9 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Over 50 hackathon wins showcasing problem-solving skills.
  • Expert in building scalable ML solutions with engineering excellence.
  • Strong background in compliance and risk management.
Stackforce AI infers this person is a Data Science and Machine Learning expert in the Fintech industry.

Contact

Skills

Core Skills

Machine LearningData Science

Other Skills

Large Language Models (LLM)Agentic WorkflowsProject ManagementProduct AnalyticsFigma (Software)BlockchainRegulatory ComplianceTFlearnC++CC#Microsoft SQL ServerHTMLHTML5Cascading Style Sheets (CSS)

About

Operationalizing machine learning and data science to achieve business value ๐Ÿš€ Currently focused on developing and deploying scalable ML solutions with a strong emphasis on quality and engineering excellence, ensuring robust performance. ***Initial Career*** Accustomed to fast paced learning and prototyping environment. Won 50+ Data Science & Product based Hackathons, solving complex problems under extreme time constraints across different domains a.k.a. Hackathons ๐Ÿ”ฎ ***Skills*** Statistical tools & languages: Python (NumPy, Pandas, Scikit-learn, matplotlib, Tensorflow, Keras), SQL, Presto, Hive, PySpark Data Science Techniques: Supervised (Regression, Classification, Decision Trees, Ensemble models), Feature Engineering, Semi-supervised and Unsupervised (PCA, Multidimensional Scaling, Clustering), A/B Testing, Hypothesis testing, Deep Learning (CNN, RNN, LSTM, GRU), Natural Language Processing (Word Embeddings, Transformer Arch, Frequency based models), Computer Vision (usage of pre-trained models), OOP, ETL, Data Science Pipeline (cleaning, wrangling, visualization, modeling, interpretation) Miscellaneous: APIs (FastAPI), Airflow, Streamlit, Docker, Azure, GCP, AWS, Git, Excel Reach out at salil.gtm@gmail.com Book Sessions via topmate.io/salil

Experience

6 yrs 9 mos
Total Experience
3 yrs 4 mos
Average Tenure
4 yrs 2 mos
Current Experience

Airbnb

3 roles

Senior Machine Learning Engineer

Promoted

Sep 2024 โ€“ Present ยท 1 yr 8 mos ยท Bengaluru, Karnataka, India ยท Remote

  • Quality++
  • Technical Depth++
  • Complexity++
  • Building agentic workflows.
Machine LearningData ScienceLarge Language Models (LLM)Agentic Workflows

Machine Learning Engineer

Promoted

Dec 2022 โ€“ Aug 2024 ยท 1 yr 8 mos ยท Bengaluru, Karnataka, India ยท Remote

  • #1 Machine Learning India team member.
  • Building machine learning models triggered over user journeys detecting various Payments Risk & Compliance factors.
  • Building machine learning models triggered over user journeys optimizing various Payments Economics factors.
Machine LearningData ScienceLarge Language Models (LLM)

Data Scientist

Feb 2022 โ€“ Dec 2022 ยท 10 mos ยท Bengaluru, Karnataka, India ยท Remote

  • #3 Data Science India hire.
  • Building best in class compliance platforms & tools that eliminate legal risks, ensure regulatory compliance and enable payments operations for Airbnb Payments.
Machine LearningData Science

Scaler

Data Science Mentor

Apr 2022 โ€“ May 2023 ยท 1 yr 1 mo ยท Bengaluru, Karnataka, India

  • 1:1 Mentor @ Scaler Data Science & Machine Learning Program

Topmate.io

Data Science Mentor

Dec 2021 โ€“ Jan 2023 ยท 1 yr 1 mo ยท Bengaluru, Karnataka, India

  • Book a 1:1 session here -> https://topmate.io/salil
  • Join -> https://topmate.io/join/salil

Societe generale global solution centre

3 roles

Data Scientist

Promoted

Apr 2021 โ€“ Feb 2022 ยท 10 mos ยท Bengaluru, Karnataka, India

  • ๐—ง๐—ฒ๐—ฎ๐—บ - Compliance Data Science Division | Compliance Monitoring and Testing Group Controls
  • ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜๐˜€ ๐—œ๐—ป๐˜ƒ๐—ผ๐—น๐˜ƒ๐—ถ๐—ป๐—ด :
  • Analytics on Global Sanction Lists across various geographies
  • Risk based prioritisation of Sanctions & Embargoes Alerts
  • Financial agreement document classification [PDFs]
  • Carbon Tracker for retail customers
  • ๐—”๐—ฐ๐—ต๐—ถ๐—ฒ๐˜ƒ๐—ฒ๐—บ๐—ฒ๐—ป๐˜๐˜€ :
  • Won Sustainability Guild Hackathon @ Sociรฉtรฉ Gรฉnรฉrale [1st Rank]
  • Won Datathon 2021 @ Sociรฉtรฉ Gรฉnรฉrale [3rd Rank]
  • Q2, Q3 & Q4 2021 Work Appreciation
  • Led & Organized multiple Data Science Hackathons
  • Payments Capsule Quiz Winner [5 Consecutive Times]
  • Compliance Quiz Winner
  • Information Security Champion for Data Science CoE

Associate Data Scientist

Jan 2020 โ€“ Apr 2021 ยท 1 yr 3 mos ยท Bengaluru, Karnataka, India

  • ๐—ง๐—ฒ๐—ฎ๐—บ - Compliance Data Science Division | Compliance Monitoring and Testing Group Controls
  • ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜๐˜€ ๐—œ๐—ป๐˜ƒ๐—ผ๐—น๐˜ƒ๐—ถ๐—ป๐—ด :
  • Business & Data Insights for 2 Major Compliance Legacy Systems
  • Compliance KPIs Computation over Data Lake using PySpark
  • PPT Automation for Risk Assessment Campaign
  • Automated Public Domain Search Tool to assist AML Team
  • Fuzzy Matching Reusable Framework
  • ๐—”๐—ฐ๐—ต๐—ถ๐—ฒ๐˜ƒ๐—ฒ๐—บ๐—ฒ๐—ป๐˜๐˜€ :
  • Q4 2020 Work Appreciation
  • Security Hours 2020 [3rd Position]
  • CF Chennai Fun Event August [1st Position]

Associate Data Scientist

Jul 2019 โ€“ Jan 2020 ยท 6 mos ยท Bengaluru, Karnataka, India

  • ๐—ง๐—ฒ๐—ฎ๐—บ - Data Science Center of Excellence
  • ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜๐˜€ ๐—œ๐—ป๐˜ƒ๐—ผ๐—น๐˜ƒ๐—ถ๐—ป๐—ด :
  • Optimized IT Ticket assignment process using Classification & Clustering
  • Anomaly Detection on Deal Level Data to find anomalies in Retrocession Value
  • Implemented Fuzzy Matching for migrating Older Data Sources to Newer Ones
  • Early Warning System to generate Alerts for Company Defaults using Multiple Data Sources
  • ๐—”๐—ฐ๐—ต๐—ถ๐—ฒ๐˜ƒ๐—ฒ๐—บ๐—ฒ๐—ป๐˜๐˜€ :
  • DFIN Hackathon 2019 @ Sociรฉtรฉ Gรฉnรฉrale
  • One of the 4 Global Winners among all Sociรฉtรฉ Gรฉnรฉrale Entities
  • Agility Day Hackathon @ Sociรฉtรฉ Gรฉnรฉrale [2nd Position]
  • Idea - SG Agile Github Tracker

Board infinity

Data Science Mentor

Nov 2020 โ€“ Oct 2021 ยท 11 mos ยท Bengaluru, Karnataka, India

  • 1:1 Mentoring for Data Science | Machine Learning | 150+ Sessions
  • Resume & LinkedIn Review
  • Mock Interviews
  • Capstone Project Guidance
  • Role Clarity

H2o.ai

H2O.ai Academic Program

Dec 2018 โ€“ May 2019 ยท 5 mos ยท Pune Area, India

  • Program - https://www.h2o.ai/academic
  • Working on Datasets using Driverless AI

Incubate ind

Fellowship

Nov 2018 โ€“ Jun 2019 ยท 7 mos ยท Pune/Pimpri-Chinchwad Area

  • Program - https://www.incubateind.com/fellows

Prism labs

Blockchain Development Fellowship

Nov 2018 โ€“ Jan 2019 ยท 2 mos ยท Pune/Pimpri-Chinchwad Area

  • Bridge Academy - https://bridge.academy
  • Blockstack Development
  • Capstone Project - Gaia Stats [https://amazing-bell-39b882.netlify.com]
  • Program - https://bridge.academy/#alumni

Barclays

Tech Chief Control Office Intern

Jun 2018 โ€“ Aug 2018 ยท 2 mos ยท Pune, Maharashtra, India

  • ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜๐˜€ ๐—œ๐—ป๐˜ƒ๐—ผ๐—น๐˜ƒ๐—ถ๐—ป๐—ด :
  • Risk and Issue Management
  • Trade Amendments - Root Cause Analysis [Predictive Machine Learning Solution Integration]
  • Controls and Standards
  • ODC (Offshore Development Centre) Processes

Analyticscosm

Data Science Intern

May 2018 โ€“ May 2018 ยท 0 mo ยท Mumbai Metropolitan Region

  • โ€ข Data Science Quiz Solutions - Time Series

I-intellize corp.

Web Developer Intern

Feb 2018 โ€“ Mar 2018 ยท 1 mo ยท Pune, Maharashtra, India

  • Web Development and Deployment
  • Digital Marketing

Corpcloud global services pvt. ltd

Blockchain Dev Intern

Jan 2018 โ€“ Feb 2018 ยท 1 mo ยท Pune, Maharashtra, India

  • Smart Investment Platform - ICO
  • Link - http://sipcoin.io
  • BlockChain Developer

Intel nervana

Intel Student Ambassador

Oct 2017 โ€“ May 2018 ยท 7 mos ยท Pune Area, India

  • Intel Student Ambassador

Fortytwo labs

Research Intern

Oct 2017 โ€“ Mar 2018 ยท 5 mos ยท Pune Area, India

  • Project -
  • Grid Based Video Surveillance using Raspberry Pi

Internshala

Internshala Student Ambassador

Sep 2017 โ€“ Mar 2018 ยท 6 mos ยท Gurugram, Haryana, India

  • Internshala Student Partner 8.0

Rightcust technologies

Data Science Intern

Aug 2017 โ€“ Oct 2017 ยท 2 mos ยท Bengaluru, Karnataka, India

  • Web Scrapping
  • Data Cleaning
  • Sentimental Analysis
  • Face Recognition

Gofind.ai

Data Science Intern

Jul 2017 โ€“ Aug 2017 ยท 1 mo ยท San Francisco Bay Area

  • Data Wrangling
  • Data Cleaning

Drdo, ministry of defence, govt. of india

Research Intern

May 2017 โ€“ Jul 2017 ยท 2 mos ยท Greater Delhi Area

  • Domain - Cryptography
  • Cryptanalysis of the A5/1 GSM Stream Cipher
  • Implementation of Rainbow Table Attack on A5/1 GSM Stream Cipher

Larsen & toubro

Networking Intern

Jan 2017 โ€“ Feb 2017 ยท 1 mo ยท Mumbai Metropolitan Region

  • Domain - Networking
  • Project - Study of IT Infrastructure End Points

Apps unveiled

Content Writer Intern

Dec 2015 โ€“ Dec 2015 ยท 0 mo ยท Work from Home

  • โ€ข Articles on New Technologies

Education

International Institute of Information Technology Bangalore

Post Graduate Diploma in Machine Learning & AI (PGDML&AI) โ€” Machine Learning & Artificial Intelligence

Jan 2020 โ€“ Jan 2021

Army Institute of Technology, Pune

Bachelor of Engineering โ€” Computer Science

Jan 2015 โ€“ Jan 2019

Army Public School, Mathura

XII โ€” Science

Jan 2014 โ€“ Jan 2015

Army Public School, Mathura

X

Jan 2012 โ€“ Jan 2013

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