Alma Capa
Engineering Lead AI Machine Learning | Data Science
Updated 8 months ago
23+
Years Experience
6
Roles
28
Skills
4
Education
About
Github site - https://github.com/pashukalma AI/ML: • Deep Learning for Computer Vision and NLP • PyTorch, and Tensorflow frameworks, Python state-of-the-art practices • Machine Learning training for large datasets, pipelines, and deployment for scale • ML/DL on Cloud Platform for Production ML, accelerators-GPU/TPU • Experience with building and developing complex models over large datasets. Knowledge with on self-driving technology, machine learning algorithms and statistical models to improve accuracy and reliability of autonomous driving systems. • Experience in building algorithms from design, testing to productization commercial ready version. Accomplishments • Evangelization of internal products and tools with newest features around security, process orchestration, and Insights for platform’s QoS. • Execution of a greenfield complex project to launch a new product (multi country/region). • Architected the HP Voltage security design of a large compliance project. • Transformation of the enterprise CRM application with AI/ML to support customer’s products and services. The omni channel solution captured the end to end customer journey. • Blueprint of a customer 360 platform that unifies data from all customer touch points. The platform enabled sales, marketing, and products to provide better customer experience.
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Experience (6 roles)
Machine Learning Engineer
Exploring Startup idea , and a few opportunities ML/AI AI Engineering: Deep Learning, LLMs, Generative AI, PyTorch Skills: Responsible AI · Team Management · Research Skills · Large Language Models (LLM) · Generative AI · Compilers
Product Engineering AI/ML
CX SaaS analytics platform that empowers decision making. Owned and defined the product and technology roadmaps. • Lead product development, architecture and implementation of the AI platform. • Spearheaded AI/ML-based customer-centric products for Manufacturing with a particular focus in data anal...
Senior Engineering Manager
Engineering Management and team leadership, leading development in the areas of enterprise applications, data engineering (AI ML) and cloud. • Drove the technology vision, and roadmap for services owned. • Responsible for driving best practices and continuous improvements in operational and engine...
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Education (4)
MIT xPRO
2023 - Dec 2024
Solve, Innovate and Drive Change - Machine learning through computational engineering principles and applications, Models, Methods and Quantification, Applying AI to Engineering and Science. - Business and technical implications of the new frontier in Quantum Computing Biotech, Manufacturing and a Strategy Approach of bringing a new Medical Product to market Recap (graduate level) of - Engineering Math Bootcamp, Fundamentals of Statistics, Probabilistic Models
Stanford University
May 2020 - Jul 2021
AI Principles and Techniques - Probabilistic models, Graphical, Robotics, Deep Learning, Natural Language Processing (NLP) with Deep learning
MIT Sloan School of Management
2020
Skills (28)
Certifications (20)▼
Principles of Biomanufacturing, Biotechnology to Manufacture Medicine
Massachusetts Institute of Technology
Cloud Engineer (GCP) via Google
Coursera
Mathematics for Machine Learning Specialty (Imperial College London)
Coursera
GPUs to Scale and Speed-up Deep Learning
Coursera
Pragmatic Management III (via Strategy Execution)
Pragmatic Institute
LAFF-On Programming for High Performance
The University of Texas at Austin
Artificial Intelligence, Implications for Business Strategy
MIT Sloan School of Management
Drug and Medical Device Development
Massachusetts Institute of Technology
Quantum Computing Fundamentals
Massachusetts Institute of Technology
E2E Machine Learning with TensorFlow (GCP)
Coursera
Machine Learning, Modeling, Simulation, and Engineering Problem-Solving in AI
Massachusetts Institute of Technology
Cloud Architect (GCP) via Google
Coursera
Machine Learning, Implementation in Business
MIT Sloan School of Management
Product Management Certificate
Product School
Build, Train, Deploy ML Pipelines using BERT (AWS)
Coursera
Advanced Machine Learning Infrastructure
Coursera
Advanced Specialty | Serverless, Analytics and ML Engineer
Advanced Linear Algebra: Foundations to Frontiers
The University of Texas at Austin
LAFF for High Performance Computing,
The University of Texas at Austin
Neural Networks with Deep Learning
Coursera
Honors & Awards (2)▼
Customer Recognition
Issued by Cognizant · Oct 2016
Annual Silver Award (Customer and Peer Recognition)
Issued by Cognizant · Dec 2017
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