Abhishek Singh
@abhisheksingh14
AI Trainer with expertise in machine learning and natural language processing.
What I'm looking for
I'm an AI Trainer with a strong foundation in machine learning and natural language processing. My journey began with a Master of Technology in Information Security from the National Institute of Technology, Rourkela, where I honed my skills in data structures, algorithms, and advanced programming languages like Python and SQL.
Currently, I work as a freelancer at Outlier, where I design and test complex prompts for language models. This role has allowed me to gain hands-on experience in prompt engineering and model evaluation, ultimately enhancing the accuracy and explainability of AI-generated responses. My projects, including an advanced AI chatbot and a movie recommendation system, showcase my ability to apply cutting-edge technologies to solve real-world problems.
Experience
Work history, roles, and key accomplishments
AI Trainer
Outlier
Mar 2023 - Present (2 years 2 months)
As an AI Trainer, I designed and tested complex prompts to challenge language models, identifying their limitations. I refined these prompts to improve the model's accuracy and reasoning capabilities, gaining hands-on experience in prompt engineering and model evaluation.
AI Chatbot Developer
Project
Mar 2023 - Present (2 years 2 months)
Engineered an advanced chatbot using LangChain and Google Generative AI, achieving a 90% user satisfaction rate. Implemented a FAISS vector database for efficient document retrieval and developed a custom embeddings pipeline for enhanced context understanding.
Recommendation System Developer
Project
Mar 2023 - Present (2 years 2 months)
Developed a content-based movie recommendation engine using advanced NLP techniques, achieving 85% recommendation accuracy. Implemented feature engineering on movie metadata and created embeddings using TF-IDF vectorization for improved content matching.
Sentiment Analysis Developer
Project
Mar 2023 - Present (2 years 2 months)
Built an end-to-end NLP pipeline for real-time sentiment analysis with 87% accuracy. Implemented advanced text preprocessing and developed interactive dashboards for sentiment visualization and trend analysis.
AI Trainer
Outlier
Mar 2023 - Present (2 years 2 months)
As an AI Trainer, I designed and tested complex prompts to challenge language models, identifying limitations and refining prompts for accurate responses. This role involved hands-on experience in prompt engineering and model evaluation.
Project Developer
Self-Employed
Mar 2023 - Present (2 years 2 months)
Developed various AI applications including a Multi-Mode AI Chatbot and an Intelligent Movie Recommendation System. Utilized advanced NLP techniques and machine learning frameworks to enhance user experience and recommendation accuracy.
Education
Degrees, certifications, and relevant coursework
National Institute of Technology, Rourkela
Master of Technology, Information Security
2022 - 2024
Pursuing a Master of Technology in Information Security with a focus on advanced computer science principles and practices.
Feroz Gandhi Institute of Engineering and Technology
Bachelor of Technology, Computer Science and Engineering
2016 - 2020
Completed a Bachelor of Technology in Computer Science and Engineering, gaining foundational knowledge in computer science and engineering principles.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Interested in hiring Abhishek?
You can contact Abhishek and 50k+ other talented remote workers on Himalayas.
Message AbhishekFind your dream job
Sign up now and join over 85,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
