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Ajesh Rana, Senior Data Scientist

About Me🌈

I'm an enthusiastic Data Scientist and AI/ML Expert with over 3 years of experience turning data into solutions. My area of a expertise is creating and successfully implementing applications. I currently manage the team and supervise the planning and implementation of projects at Incedo Technology Solutions Ltd🏢, as the Senior Data Scientist.

I have a strong history in data analysis, data intelligence, and data-driven decision-making with a variety of technology's or framework's, such as Python, SQL, TensorFlow, Keras, PySpark, Pandas,and more. My areas of expertise include statistics, analytics, regression algorithms, classification algorithms, cloud computing, generative AI, computer vision, and natural language processing.

I received the "Best Trainer Award🏆" for excellence in technical support and training from the Government Telecom Minister in 2023 as a result of my exceptional contributions. I earned a Bachelor of Technology from Odisha's Biju Patnaik University of Technology in Electronics and Communications Engineering.

Professional Experience🎯

Incedo Technology Solutions Ltd

Senior Data Scientist

Incedo Technology Solutions Ltd

Jan 2024 – Present

  • Skilled in building and deploying end-to-end solutions from data pre-processing, feature engineering till model selection & deployment.
  • In Excel's finding structures, relationships and trends within huge datasets for performance problem-solving.
  • Proficient examining data to identify what it should be used for, plan future events around the results and convert insights into operational business strategies.
  • Strong background in stats, math (algebra), regression/classification algorithms, cloud computing, deep neural networks and NLP.
  • Real-world Python, Data Visualization and Exploratory Data Analysis (EDA).
  • Performed threshold calibrations and hyperparameter tuning techniques to performance improvement on algorithm purposes, for reliability of outputs.
  • Created detailed technical architecture and documentation around the model development processes and data pre-processing workflows.
  • Analysed data outcomes to articulate insights in a concise structured way; built strong relationships with clients and provided expert level recommendations.
Edge Telecom

Technical Lead

Edge Telecom

Jun 2016 – Dec 2023

  • Planned, executed and managed technical projects from initiation to delivery by setting goals, defining objectives & timelines to ensure progress meet deadlines.
  • Directed technical teams, driven by inspiriting and motivation group members for better collaboration in a friendly work environment.
  • Summarised results and documented technical achievements as part of internal and client-based reporting.
  • Developed the processes and procedures for data handling, management and ensured best practices followed for data security and compliance.
  • Utilized a advanced analytics, machine learning and AI tools for client-based solution applications and technical support.

Machine Learning & Deep Learning

Expertise in supervised and unsupervised learning techniques, including neural networks, ensemble methods, and deep learning.

Natural Language Processing

Applied the  advanced Natural Language Processing techniques to extract valuable insights from unstructured text data.

AI & ML Model Optimization

Expertise in enhancing the performance and accuracy of ML, DL models through various optimization techniques and algorithms.

Data Visualization

Proficient in creating interactive and insightful visualizations using tools like Matplotlib, Seaborn, and Plotly.

Statistical Analysis

Advanced knowledge in statistical methods and techniques for data analysis, hypothesis testing, and modeling.

Technical Proficiency

Proficiency with natural language processing, deep neural networks, cloud computing, regression and classification techniques, statistics, and mathematics or other technology.

Stakeholder Communication

Effective in conveying complex data findings, project exploration, escalation handling to stakeholders and supporting decisions with technical insights.

Data Managing

Maintaining databases, Checking data quality and accuracy, supervising data governance, and putting data management plans into action to support corporate operations.

Training

Designed and implemented through workshops, seminars, and training programs to improve stakeholders' and team members' technical expertise.

Skills & Frameworks

🧑‍💻

Explore the frameworks, technologies, and tools⚙️ that I specialize in. These are my go-to technologies in web development, data science, and AI, honed through extensive experience and knowledge.

Azure
AWS
Python
MySQL
MongoDB
SQL
R
Numpy
Pandas
Scikit Learn
Seaborn
Spacy
Keras
TensorFlow
Spark
Shap XAI
PyTorch
Open CV
LangChain
Open AI
Hugging Face
Chroma
GitHub
Docker
MLFlow
DVC
DialogFlow
VS Code
Postman
Jypyter
Power BI
Flask
Linux
HTML
CSS
JavaScript
React JS
Next JS
Tailwind CSS
BootStrap
Excel
GSAP
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