Careers
Generative AI Engineer
technogenics
Full time contract09/2022 - 11/2023
- - Utilizing LLMs for chatbots, text-generation, text-analysis.
- - Banking on and utilizing state-of-the-art NLP techniques for easing out SOC teams daily tasks
- - Making use of BERT, GPT3 and Roberta for Named Entity Recognition
- - Entities comprised of MALWARE (keylogger, adware, spyware), RANSOMWARE, Threat-Actor, Tools, CVEs, IOCs, Threat-Types, Tactics and Techniques etc
- - Paddling out Blogs for determining its category ( phishing, smishing, spear-phishing, Social
- Engineering etc)
- - Build a Text data annotator
- - Fashioned an allrounder Web-scraper to find Tactics and Techniques in addition to Threat Intellegence Landscape artifacts
- - Created multiple data pipelines (ETL) for real-time streaming and searching databases
- - Worked on Conversational AI, deployed in Threat Intelligence Landscape
Machine Learning Engineer
slashnext
Full time contract07/2021 - 09/2022
- Automatic Malicious messages blocking received on mobile
- Data collection for project,
- Preprocessing of textual data,
- Used self-made utilities for preprocessing of textual data,
- Research on improving recall of the models,
- Developed a variant of KNN for classification of textual data with higher accuracy and lightweight than KNN
- Helping endpoints team to deploy this model on app.
- Classification Model: random forest, decision trees, SVM, LSVM, KNN, naive bayes
- Additional: Bert, LSTM, GRU,
- Used Linux, pytorch, sklearn, pandas, csr_matrix, GPUs.Worked on NLP Automatic Malicious messages blocking received on mobile Data collection for project, Preprocessing of textual data, Used self-made utilities for preprocessing of textual data, Research on improving recall of the models, Developed a variant of KNN for classification of textual data with higher accuracy and lightweight than KNN Helping endpoints team to deploy this model on app. Classification Model: random forest, decision trees, SVM, LSVM, KNN, naive bayes Additional: Bert, LSTM, GRU, Used Linux, pytorch, sklearn, pandas, csr_matrix, GPUs.
software engineer
i2c
Full time contract06/2020 - 07/2021
- Database management and administration.
- Bash scripting.
- Automating DB monitoring.
- Query reviews and optimization.
Education
FAST-NUCES
COMPUTER SCIENCE
07/2016 - 05/2020Bachelor's DegreeClass of 2020
Skills
PythonNatural Language ProcessingArtificial IntelligenceMachine learningDatabase systemsBashLinuxGithub
ExperienceMid-level3-5 years
Hourly rate$15/hr
Open to
remotehybridonsite
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