Abhijeet Chauhan

Rising Codementor

US$5.00

For every 15 mins

ABOUT ME

Machine Learning Engineer with 5+ years of experience

I hold a Master's in Computer Science with a GPA of 3.94/4, skilled in software engineering, machine learning, and data mining. Experience includes optimizing models, system development, and data analysis.

Eastern Time (US & Canada) (-04:00)

Joined November 2024

EXPERTISE

7 years experience

5 years experience

5 years experience

3 years experience

5 years experience

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EMPLOYMENTS

Machine Learning Engineer

IMRSV Data Labs

2020-09-01-Present

Led the deployment of Language models on edge devices by applying model compression techniques, reducing inference time for offli...

Led the deployment of Language models on edge devices by applying model compression techniques, reducing inference time for offline speech-to-speech capabilities by 40%.
Implemented a Retrieval-Augmented Generation (RAG) system to enable question-answering on large document collections by providing contextual document information to a large language model (LLM).
Utilized profiling tools to identify and optimize bottlenecks in the test suite, cutting execution time from 45 minutes to under 5 minutes and significantly accelerating the development and release cycle.
Ingested 2 million real-time events per month by integrating Kafka with Elasticsearch, achieving scalable data processing for real-time analytics.
Developed a file upload system from scratch using Django, MinIO/S3, Redis, Celery, Docker Compose Networking, and WebSockets, tripling upload throughput and enabling real-time updates.
Engineered a logging system from the ground up to stream logs to Grafana Loki, handling over 1 million log entries daily for enhanced real-time monitoring.

Django

Amazon S3

WebSocket

Django

Amazon S3

WebSocket

Redis

Elasticsearch

Profiling

Celery

Analytics

Network

Apache Kafka

Docker Compose

Grafana

Data compression

Speech technologies

Large Language Models

Retrieval-Augmented Generation

Data Scientist

Gyandhan

2017-06-01-2017-07-01

Identified potential clients through data mining, collaborating closely with the operations team, and contributing to a 15% incre...

Identified potential clients through data mining, collaborating closely with the operations team, and contributing to a 15% increase in lead generation.
Employed Python for data scraping, cleaning, and aggregation, providing crucial insights into unstructured data.
Strengthened development processes through comprehensive code reviews, resulting in optimized solutions and higher code quality.

Python

Web Scraping

Data Mining

Python

Web Scraping

Data Mining

Data Cleaning