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Registration: 11.04.2025

Nayana Manoharan

Specialization: Data Scientist
— Detail-oriented and results-driven Data Scientist with expertise in machine learning, AI, big data technologies, And AI model development. — Skilled in predictive and prescriptive modeling, data engineering, and AI-powered automation. — Experienced in implementing deep learning models, natural language processing (NLP), and Generative AI (RAG, LLMs, AI Agents). Proficient in Python, TensorFlow, PyTorch and AI solutions. — Adept at leveraging modern AI trends to enhance product performance and drive business value. Certificates: — Multi-Agent Systems with CrewAI. — Get data with Power BI Desktop from Microsoft in 2024. — Artificial Intelligence Fundamentals from IBM Skills Build in 2024. — Machine Learning for Data Science Projects from IBM Skills Build in 2023. — Big Data Analysis and Data Science from National Council for Technology and Training in 2023.
— Detail-oriented and results-driven Data Scientist with expertise in machine learning, AI, big data technologies, And AI model development. — Skilled in predictive and prescriptive modeling, data engineering, and AI-powered automation. — Experienced in implementing deep learning models, natural language processing (NLP), and Generative AI (RAG, LLMs, AI Agents). Proficient in Python, TensorFlow, PyTorch and AI solutions. — Adept at leveraging modern AI trends to enhance product performance and drive business value. Certificates: — Multi-Agent Systems with CrewAI. — Get data with Power BI Desktop from Microsoft in 2024. — Artificial Intelligence Fundamentals from IBM Skills Build in 2024. — Machine Learning for Data Science Projects from IBM Skills Build in 2023. — Big Data Analysis and Data Science from National Council for Technology and Training in 2023.

Skills

Python
MySQL
TensorFlow
PyTorch
Scikit-learn
Pandas
NumPy
Matplotlib
Seaborn
NLP
LLM
Hadoop
Spark
Hive
Deep Learning

Work experience

Data Scientist
since 12.2024 - Till the present day |G10X Technology
AI, LLM, Python, Deepgram API, OpenAI GPT, Streamlit
● Lead the development and deployment of AI models, focusing on improving accuracy, efficiency, and scalability. ● Refine, and optimize prompts for large language models (LLMs) to improve their Performance in specific tasks. ● Designed PoCs to validate AI-driven solutions for real-world applications. Projects: 1. AI-Powered Exit Interview System (Jan 2025 – Feb 2025): ● Developed a real-time AI-driven exit interview system using NLP and generative AI to analyse sentiment and provide insights. ● Integrated GPT-based AI models for structured conversational analysis and optimized model inference time, reducing processing latency by 30%. ● Technologies: Python, Deepgram API, OpenAI GPT, Streamlit. Market Research Analysis System (Dec 2024): ● Developed an AI-driven application that automates the market research process and generates detailed reports for companies. ● Developed CrewAI framework and Leveraged Gemini LLM for advanced language processing and SerperDev API for enhanced search functionality. ● Built an interactive user interface with Streamlit for easy user engagement and input.
Python Developer
06.2024 - 07.2024 |Octanet Services
Python,TensorFlow, Kera’s, Scikit-learn, Glove, Flask, NLTK, Pandas, NumPy
● Contributed to project planning and task estimation to ensure timely delivery of features. ● Engaged in continuous learning and development, staying updated with the latest trends and technologies in python development. Projects: 1. Object Detection and Voice Assistance for Visually Impaired Person. (July 2024 – Nov 2024) ● Developed a real-time object detection system with voice feedback for visually impaired users, utilizing YOLO and OpenCV. ● Integrated IoT-enabled sensors and devices for continuous environmental monitoring feedback and timely auditory alerts. ● Utilized Python, TensorFlow, and Raspberry Pi for robust system design and deployment. 2. Fake News Classification Using Deep Learning (Jan 2024-Feb 2024) ● Developed a deep learning model to classify news articles as reliable or unreliable, addressing the Challenge of fake news detection. ● Technologies Used: Python, TensorFlow, Kera’s, Scikit-learn, Glove, Flask, NLTK, Pandas, NumPy. ● Built and compared sequence models (RNN, LSTM, GRU) to evaluate performance and efficiency. ● Improved detection efficiency, reducing the spread of misinformation through automated classification.
Data Scientist
05.2024 - 06.2024 |Codsoft
EDA, ML
● Collaborated with the data science team to analyze and interpret complex data sets to drive decision-making processes. ● Developed and implemented machine learning models to predict key business metrics, improving accuracy and to conducted exploratory data analysis (EDA).
Big Data Analyst / Data Scientist
07.2022 - 01.2023 |Luminar Technolab
Tableau, Power BI, Matplotlib, Hadoop, Spark, Machine Learning, ETL
● Team up to analyze large datasets using big data technologies to extract meaningful insights and trends utilized tools such as Hadoop, Spark, Machine Learning. ● Implemented data visualization techniques using tools like Tableau, Power BI, and Matplotlib to present findings to stakeholders. ● Assisted in the design and development of data pipelines and ETL processes to automate data workflows.

Educational background

Artificial Intelligence (Masters Degree)
since 2023 - Till the present day
Cochin University Of Science And Technology
Statistics and Computer Science (Bachelor’s Degree)
2019 - 2022
Nehru Arts And Science College

Languages

EnglishAdvanced