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I will build a time series forecasting model for your data
India
I speak Hindi, English
AI and ML Engineer, Data Scientist, LLM and Deep Learning Specialist
AI & ML Engineer with B.Tech in CSE (AI & Robotics) from VIT Chennai and a research internship at DRDO SAG (Ministry of Defence, Govt. of India), where I built CNN/LSTM models achieving ~97% forecasti...
About this Gig
Are you looking for accurate forecasts on sales, stock prices, demand, or any sequential data? You're in the right place.
I'm an AI & ML Engineer with a B.Tech in CSE (AI & Robotics) from VIT Chennai. During my internship at DRDO SAG (Ministry of Defence, Govt. of India),I built LSTM models achieving ~97% forecasting accuracy and a gold price prediction model with MAPE 3% (96.9% accuracy) on 10 years of historical data.
What I deliver:
LSTM / BiLSTM time-series models
Data preprocessing & sequence engineering
Model tuning to minimize MAPE & RMSE. Interactive visualizations (Plotly / Matplotlib), Clean, documented, reusable Python code. Full evaluation report with accuracy metrics
I work with: sales data, financial data, energy usage, weather patterns, inventory demand, and any time-ordered dataset.
Tools: Python, Keras, TensorFlow, Pandas, NumPy, Plotly
Drop me a message before ordering. I'll confirm your dataset is a good fit and suggest the best approach at no extra cost.
Expertise:
Feature learning
•
Classification
•
Predictive analysis
Programming language:
Python
Frameworks:
Scikit-learn
•
Keras
•
Panda
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
Excel
•
Colab
My Portfolio
FAQ
What data format do I need to provide?
A CSV or Excel file with at least one date/time column and one numeric target column (e.g., sales, price). The more historical data you have, the better, ideally 1–2 years minimum. I'll handle all preprocessing from there.
Can you guarantee a specific accuracy level?
Accuracy depends on the quality and volume of your data. I will always aim for the lowest possible error (MAPE/RMSE) and will share all evaluation metrics transparently. My DRDO project achieved an MAPE ≈ 3% on real financial data.
Will I receive the source code?
Yes. All packages include the full Python source code as a Jupyter Notebook (.ipynb) so you can re-run, modify, or extend the model yourself.
Can you forecast multiple variables at once?
Yes — multi-variate forecasting is included in the Standard and Premium packages. Message me with your dataset details, and I will confirm the best approach.
What if I am not satisfied with the results?
I offer revisions on every package. If the model underperforms due to something on my end, I will rework it at no extra charge. I don't close an order until you are satisfied.
