Über Sohaib Munawar:
A seasoned ML Engineer with a track record of utilizing strong engineering and design principles to drive market-leading products in the AI/ML space. My technical proficiency extends to scalable application architecture design, distributed systems, and the full spectrum of Machine Learning product lifecycle. My forte lies in leadership, with an emphasis on communication and collaboration, business acumen, and an unwavering attention to detail.
Erleben Sie
Turing Inc. | Machine Learning Engineer (May 2022 - Sept 2022)
• Designed and developed ML infrastructure for Turing Inc.’s matching platform to intelligently pair software developers with relevant openings from client companies.
• Built, tested and deployed robust pipelines for search and ranking models handling a pool of nearly 1.5M developer profiles.
• Engineered deep-learning models that could generate developer embeddings through the utilization of both resume and profile data.
• Wrote a scheduling service to streamline feature generation, indexing, and storage, optimizing the efficiency of our workflow.
Skills: Google BigQuery · Jupyter · Elasticsearch · Data Engineering · DVC · Data Analysis · Google Cloud Platform (GCP) · pandas · pytest · Engineering Data Management · Algorithms · Scikit-Learn · Data Visualization · Apache Airflow · PyTorch · SQL · Vertex AI · Python (Programming Language)
I2c Inc. | Machine Learning Engineer (Aug 2019 - April 2022)
• Led the design and implementation of a robust and adaptable ML pipeline that caters to a diverse range of business use-cases, including compliance and customer insights, for top-tier financial institutions.
• Pioneered the development of an in-house distributed model storage system based on HDFS and
MySql to build configurable interfaces enabling efficient storage, retrieval, and management of a wide
spectrum of models. (ML, DL, and rule-based).
• Drove performance optimization of a prediction RESTful service through the use of multi-threading,
culminating in a notable 30% reduction in initialization time.
• Spearheaded the research, development, and deployment of cutting-edge Vision models to
authenticate the signature and handwritten endorsements of cardholders on remotely deposited
checks, reinforcing the reliability and security of financial transactions.
• Constructed complex NLP pipelines for entity extraction from checks, with logging as transactions in a
MySql database for relevant financial institutions, thereby advancing the efficiency and accuracy of the
transaction process.
• Orchestrated a dramatic 2-3X enhancement of prediction bandwidth by deploying Kubernetes and
TorchServe, enabling seamless scaling and management of model instances across node clusters in
real-time.
• Fostered a collaborative and cooperative environment with cross-functional teams, encompassing data
scientists, product managers, and leadership, to ensure alignment with business goals and objectives,
and promote cohesive and effective decision-making.
Skills: Java · Google Cloud Platform (GCP) · pandas · NumPy · Bitbucket · Bash · Deep Learning · pytest · Engineering Data Management · MLOps · Jira · Hadoop · Algorithms · Data Structures · Computer Vision · Scikit-Learn · Data Visualization · Transformer Models · MLflow · MySQL · TensorFlow · Kubernetes · Docker · Python (Programming Language)
Bildung
- Ludwig-Maximilians-Universität München
- MSc. Data Science
- University of Management & Technology
- BS Computer Science
Fachkräfte aus demselben Technik / Internet-Sektor wie Sohaib Munawar
Fachleute aus verschiedenen Bereichen in der Nähe von Munich, Kreisfreie Stadt München, Oberbayern
Andere Benutzer, die Sohaib genannt werden
Jobs in der Nähe von Munich, Kreisfreie Stadt München, Oberbayern
-
Junior Machine Learning Cloud Engineer
Gefunden in: Jooble DE O C2 - vor 1 Tag
Reply Deutschland SE München, DeutschlandDu bist für die Konzipierung technischer Ansätze für Cloud-Einführungen, auch im Hinblick auf Lösungen für IOT, Big Data, ML / AI verantwortlich · Die Anfertigung und Visualisierung der Cloud-Architektur, basierend auf Amazon Web Services oder Microsoft Azure, gehört ebenfalls d ...
-
MLOps Engineer
Gefunden in: Talent DE C2 - vor 1 Tag
Alexander Thamm GmbH Munich, Deutschland CDIStartdatum · Wir suchen Dich ab sofort an einem unserer deutschen Standorte in München, Stuttgart, Leipzig, Berlin, Köln oder Frankfurt am Main · Deine Aufgaben · Data und AI sind Dein zu Hause? Des Weiteren gestaltet sich Deine neue Herausforderung wie folgt: · Als (Junior)MLO ...
-
Gruppenleiter / Business Manager Machine Learning (m/w/d)
Gefunden in: Talent DE C2 - vor 1 Tag
ARRK Munich, Deutschland GanztagsIHRE AUFGABEN · Sie verantworten den strategischen Ausbau des Bereiches Machine Learning für FahrerassistenzsystemeDie unternehmerische Verantwortung für eine eigene Business Unit mit Umsatz- und Gewinnverantwortung obliegt IhnenNeuaufträge und Projekte werden von Ihnen akquirie ...