Looking for a challenging role that leverages my expertise in AI and ML to drive business growth and innovation.
Mahesh Deshwal
@deshwalmahesh
ML - AI Engineer with 5.8+ years of experience in ML, Computer Vision, Gen AI, NLP & Recommendations
What I'm looking for
As a seasoned ML - AI Engineer, I leverage my expertise in end-to-end research, problem formulation, development, deployment, and presentation of scalable solutions in NLP, Computer Vision, Search & Recommendation using MLOps methodologies to deliver business goals. With a strong background in MLOps, Machine Learning, Deep Learning, Computer Vision, NLP, and Recommendation Systems, I have achieved notable tasks such as authoring a SOTA paper in 4 Benchmarks using Phi-3 for LLM evaluation and creating India's only open-source tool for personal financing and investment, NSE-Stock-Scanner.
Throughout my career, I have worked on various projects, including multimodel intent classification, text-to-image generation, and building the fastest LLM evaluator model. I have also fine-tuned embedding models, owned personalized recommendation systems, and built in-house generative AI solutions. My expertise in deploying recommendation engines, implementing auto question-answering pipelines, and designing named entity recognition systems has improved user engagement, reduced manual effort, and enhanced data quality.
I am passionate about staying updated with the latest tech and contributing to open-source projects, including Vector DB LanceDB. I have multiple official contributions with Google Research and Huawei Lab, and I am excited to continue making impactful contributions in the field of AI and ML.
Experience
Integrated multimodel intent classification and worked on a POC for text to image generation. Built, tested, and deployed the fastest LLM evaluator model to score responses using Phi-3.
Deployed a Text & Video solution Recommendation Engine using DistlBERT and improved answer search results using fine-tuned YOLO v4 and MobileNet cascade pipeline.
Owned a Personalized Recommendation System using Knowledge Tracing and an end-to-end document digitization OCR service using Faster RCNN.
Built a system to implement Image Quality Assessment (IQA), anomaly detection near duplicate detection and owned multiple analytics dashboards for performance and business insights.
Tech stack
Learn about the tools and technologies that Mahesh likes to use.
Selenium
Amazon EC2
Amazon S3
GitHub
GitLab
Amazon EC2 Container Service
Amazon SageMaker Pipelines
NumPy
Pandas
MySQL WorkBench
MySQL
MongoDB
Databricks
OpenCV
scikit-image
Jira
Python
HTML5
TensorFlow
PyTorch
MLflow
scikit-learn
Streamlit
NLTK
Gradio
Amazon SQS
FastAPI
Prometheus
Transformers
SpaCy
Linux
macOS
New Relic
Confluence
Notion
ClickUp
Git
Docker
Amazon Elastic Transcoder
Amazon Web Services (AWS)
SQL
Amazon SageMaker
Hugging Face
Availability
Location
Authorized to work in
Salary expectations
Social media
Job categories
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