Virendra Kumar Pathak

Director of Engineering

Hyderabad, Telangana, India10 yrs 8 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Led AI application rollout at BMW Group.
  • Developed critical content detection models at Meta.
  • Expert in end-to-end ML pipeline development.
Stackforce AI infers this person is a Machine Learning Engineer with expertise in AI applications for automotive and social media industries.

Contact

Skills

Core Skills

Machine LearningNatural Language Processing (nlp)Cpu Architecture

Other Skills

AlgorithmsAmazon Web Services (AWS)Applied Machine LearningCC (Programming Language)C++Computer VisionData AnalysisDebuggingEmbedded SoftwareEmbedded SystemsFeature EngineeringGNU CGNU Compiler Collection (GCC)Gen AI

About

I'm an experienced Machine Learning Engineer with 5+ years of industry experience. I have led a team of 4 software engineers in the rollout of an AI application for quality management at BMW Group. I'm skilled in Python and have experience building end-to-end ML pipelines using AWS. I've successfully led cross-functional teams and collaborated with stakeholders on high-impact Machine Learning projects.

Experience

Kensho technologies

Engineering Manager, Machine Learning & Apps

Nov 2024Present · 1 yr 4 mos · Hyderabad, Telangana, India · Hybrid

  • Building and scaling Kensho (an S&P Global company) teams in India from the ground up.

S&p global

Engineering Manager, Machine Learning & Apps

Nov 2024Present · 1 yr 4 mos · Hyderabad, Telangana, India · On-site

  • At Kensho Technologies: AI and machine learning company within S&P Global.

Meta

2 roles

Machine Learning Engineer

Oct 2023Jul 2024 · 9 mos

  • Developed ML models to detect critical contents (e.g., suicides, murders) on Facebook and Instagram Live Video, aiding law enforcement and potentially saving lives. It was Meta's first deployment in three years, with a performance increase from 3% to 80% in 4 months.
  • Led end-to-end ML model deployment, including data understanding, pipeline building, feature
  • engineering, scaling, and performance alignment.
  • Deployed LLM (Llama 2/3) and Gen AI techniques to generate synthetic training data for scarce
  • categories, addressing the industry's labelling challenges.
  • Developed long-term strategies for reducing harmful content, including project planning and execution.
  • Created ML models to prevent immigration and visa fraud scams on WhatsApp.
  • Prototyped solutions during an internal hackathon to help advertisers connect with local creators on
  • Instagram Creators Marketplace, increasing organic growth.
Large Language Models (LLM)Product DevelopmentMLOpsHuman-in-the-Loop Machine LearningGen AIMachine Learning+1

Machine Learning Engineer

Feb 2023Oct 2023 · 8 mos

Applied Machine LearningMachine Learning

Iteach schools

Education Mentor

Dec 2021Jan 2022 · 1 mo

  • Volunteered to mentor senior college students on potentials of Artificial Intelligence in higher education and industry.

Bmw group

3 roles

NLP & Deep Learning Engineer

Sep 2019Jan 2023 · 3 yrs 4 mos · Munich Area, Germany · On-site

  • Development lead of cloud-based AI applications (AWS) in the quality domain area at BMW Group, including go-live (responsibility over a EUR 600k project and 4 software engineers).
  • Interface between domain experts to create clear requirements for the technical team (software engineers).
  • Stakeholder management between business teams to create project roadmap and deliverables.
  • Consulting business groups on how AI technologies could be applied within their domains.
  • Communication of the impact of AI, both at internal and external conferences.
  • Mentoring several interns and master thesis students.
Natural Language Processing (NLP)Amazon Web Services (AWS)Project ManagementApplied Machine LearningPandas (Software)Product Development+4

Master Thesis Student

Jan 2019Aug 2019 · 7 mos · Munich Area, Germany · On-site

  • Conducted research on industrial data analysis, focusing on limited labeled and unannotated data.
  • Investigated classical statistical methods and recent word embedding techniques to gain insights from unlabelled data.
  • Explored techniques to leverage knowledge from high-resource languages to develop services for low-resource languages, emphasizing quality standards and cost-effectiveness.
  • Contributed to developing solutions for data-driven decision-making in an industrial context.
PythonNatural Language Processing (NLP)C++PyTorchPandas (Software)Data Analysis+2

Natural Language Processing Intern

Oct 2018Dec 2018 · 2 mos · Munich Area, Germany · On-site

Pandas (Software)SciPyNumPy

Gini gmbh

Machine Learning Working Student

May 2018Sep 2018 · 4 mos · Munich Area, Germany · On-site

  • Natural Language Processing (NLP), Deep Learning, and Computer Vision.
  • Multi-model Named Entity Recognition (NER) using textual and visual information
Natural Language Processing (NLP)Computer VisionPyTorchPandas (Software)SciPyNumPy

Techconnect gmbh

Workstudent - Engineer Development

Apr 2017Apr 2018 · 1 yr · Munich Area, Germany

  • Integrating graphic deliveries for the infotainment system of cars
  • Developing and maintaining automation tools
C++

Broadcom

2 roles

R&D Engineer Software 1

Jan 2014Sep 2016 · 2 yrs 8 mos · On-site

  • Multi core, Multi thread server ARM v8 (Vulcan), MIPS processors (XLP)
  • Major Contribution:
  • Compiler backend optimisation for ARM v8 (Vulcan) processor.
  • CPU Architecture: Benchmarking CPU instructions on gem5 simulator.
  • Developed Linux kernel device drivers and applications for XLP processors.
CPU architectureLinux Device DriverCPerformance BenchmarkingGNU Compiler Collection (GCC)

Software Engineer Trainee

Jan 2013Jan 2014 · 1 yr · On-site

  • Developed Linux kernel device drivers and applications for XLP processors.
Linux KernelLinux Device DriverC

Education

Technical University of Munich

Master of Science (MSc) — Informatics (Computer Science)

Jan 2016Jan 2019

Tezpur University

Bachelor of Technology (B.Tech.) — Computer Science & Engineering

Jan 2008Jan 2012

City Montessori School

Higher Secondary Certificate (10+2) — Science

Jan 2005Jan 2007

Stackforce found 100+ more professionals with Machine Learning & Natural Language Processing (nlp)

Explore similar profiles based on matching skills and experience