diff --git a/.gitignore b/.gitignore
index 9adad58..6ff4b95 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,5 @@
+.vscode/
+
 app/src/logs.log
 app/src/best_model.pkl
 app/src/dataset.csv
@@ -8,4 +10,7 @@ __pycache__/
 
 /package-lock.json
 
-credentials.json
\ No newline at end of file
+# ignore in all directories
+**/credentials.json
+
+backend/big_query.py
\ No newline at end of file
diff --git a/backend/Dockerfile b/backend/Dockerfile
index e2b332c..6e2e770 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -18,8 +18,12 @@ COPY pyproject.toml poetry.lock ./
 # Install the dependencies
 RUN poetry config virtualenvs.create false && poetry install --no-dev
 
+# Copy the credentials.json file and compute dir into the container
+COPY credentials.json ./
+COPY compute ./compute
+
 # Copy the FastAPI application into the container
-COPY . .
+COPY main.py ./
 
 # Specify the command to run the FastAPI application using uvicorn
 CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8000"]
diff --git a/backend/README.md b/backend/README.md
index 0546ac0..f8a8436 100644
--- a/backend/README.md
+++ b/backend/README.md
@@ -30,10 +30,7 @@ This will set up poetry. check installation using `poetry --version`
 - The `pyproject.toml` file is a configuration file that specifies the dependencies and other settings for your Python project. It doesn't automatically track the imports or other changes in your Python files.
 - If you add a new import to your Python files that requires a package not currently listed in your `pyproject.toml` file, you need to manually add that package to the `[tool.poetry.dependencies]` section of your `pyproject.toml` file.
 - This can be done by running `poetry add package-name` which will add the package to the  `[tool.poetry.dependencies]` section and update the `poetry.lock` file to include the new package and its dependencies.
-- No need to run `poetry lock` or `poetry install` after this because `poetry add` already does the equivalent of both commands.
-
-So, when u add a new dependancy to the code u do `poetry add package-name` 
-when u just wanna run u do `poetry install`
+- Now, run `poetry lock` and then `poetry install` to install the new package and its dependencies.
 </details>
 
 Next, to install the dependencies, run: `poetry install`
diff --git a/backend/api-tests/requests.http b/backend/api-tests/requests.http
index 07762a7..9cc54bb 100644
--- a/backend/api-tests/requests.http
+++ b/backend/api-tests/requests.http
@@ -10,8 +10,11 @@ GET http://127.0.0.1:8000/api/python
 #### Get Datasets
 GET http://127.0.0.1:8000/api/datasets
 
+#### BigQuery test
+GET http://127.0.0.1:8000/api/bq?filename=sample_contacts
+
 #### Get Data
-GET http://127.0.0.1:8000/api/data?filename=test
+GET http://127.0.0.1:8000/api/data?filename=data
 
 #### Get AutoML
 GET http://127.0.0.1:8000/api/automl
diff --git a/backend/backend/.dockerignore b/backend/backend/.dockerignore
new file mode 100644
index 0000000..c7c52a9
--- /dev/null
+++ b/backend/backend/.dockerignore
@@ -0,0 +1 @@
+credentials.json
\ No newline at end of file
diff --git a/backend/data.csv b/backend/data.csv
index d69d1a8..6cf742e 100644
--- a/backend/data.csv
+++ b/backend/data.csv
@@ -1,4 +1,6 @@
 Id,name,age,height,weight
 1,5,20,62,120.6
 2,4,21,74,190.6
-3,3,17,68,120.0
\ No newline at end of file
+3,3,17,68,120.0
+4,2,19,60,110.0
+5,1,22,72,150.0
\ No newline at end of file
diff --git a/backend/main.py b/backend/main.py
index a16b270..5975eae 100644
--- a/backend/main.py
+++ b/backend/main.py
@@ -1,12 +1,11 @@
-from io import BytesIO
-import json
+from google.cloud import storage
+from google.cloud import bigquery
 from starlette.responses import FileResponse
 from io import BytesIO, StringIO
 import pandas as pd
 import os
 from fastapi import FastAPI, File, UploadFile, Form
 from fastapi.responses import JSONResponse
-from google.cloud import storage
 from fastapi.middleware.cors import CORSMiddleware
 from compute.autoEDA import generate_eda
 import csv
@@ -14,6 +13,7 @@
 app = FastAPI()
 
 DATA_BUCKET = "automate-ml-datasets"
+BQ_DATASET = "automl_dataset_1"
 GRAPH_BUCKET = "automate_ml_graphs"
 origins = ["*"]
 
@@ -37,7 +37,7 @@ async def refreshDataSets():
     global dataSetNames
     try:
         storage_client = storage.Client.from_service_account_json(
-            "../credentials.json")
+            "./credentials.json")
 
         blobs = storage_client.list_blobs(DATA_BUCKET)
         dataSetNames = [blob.name for blob in blobs]
@@ -61,17 +61,16 @@ async def root():
     return {"message": "Hello World"}
 
 
-# please don't remove this endpoint, it can be used to check if the fe connection with be is working
 @app.get("/api/python")
-async def root():
+async def root_py():
     return {"message": "Hello from fastAPI backend"}
 
-
+# add a new dataset to the bucket
 @app.put("/api/upload")
 async def upload(file: UploadFile = File(...), fileName: str = Form(...)):
     try:
         storage_client = storage.Client.from_service_account_json(
-            "../credentials.json")
+            "./credentials.json")
 
         bucket = storage_client.get_bucket(DATA_BUCKET)
         # Assuming fileName includes '.csv' extension
@@ -86,26 +85,28 @@ async def upload(file: UploadFile = File(...), fileName: str = Form(...)):
     except Exception as e:
         return JSONResponse(status_code=500, content={"error": f"An error occurred: {str(e)}"})
 
-
+# list all the datasets in the bucket
 @app.get("/api/datasets")
 async def getDataSets():
     if not dataSetNames:
         return {"error": f"No DataSets in Bucket"}
     return {"names": dataSetNames}
 
-
+# get the data from the bucket and return it as a string
 @app.get("/api/data")
 async def getData(filename):
     dataSetLines = ""
     try:
-        storage_client = storage.Client.from_service_account_json(
-            "../credentials.json")
+        storage_client = storage.Client.from_service_account_json("./credentials.json")
 
         bucket = storage_client.get_bucket(DATA_BUCKET)
-        blob = bucket.blob(f"{filename}")
+        blob = bucket.blob(f"{filename}.csv")
 
         with blob.open("r") as f:
             dataSetLines = f.read()
+            
+        # convert dataSetLines to be of type str | None (#TODO - check if this is necessary)
+        dataSetLines = str(dataSetLines) if dataSetLines else None 
 
         # convert csv string -> json (for frontend)
         csv_reader = csv.DictReader(StringIO(dataSetLines))
@@ -120,13 +121,12 @@ async def getData(filename):
     }
 
 
-
+# Exploratory Data Analysis
 @app.get("/api/eda")
 async def eda(filename):
     corrMatrix = ""
     try:
-        storage_client = storage.Client.from_service_account_json(
-            "../credentials.json")
+        storage_client = storage.Client.from_service_account_json("./credentials.json")
 
         bucket = storage_client.get_bucket(DATA_BUCKET)
         blob = bucket.blob(f"{filename}.csv")
@@ -155,13 +155,14 @@ async def eda(filename):
 
     return {"data": corrMatrix, "graph_url": public_url}
 
+# return the model as a file
 @app.get("/api/automl")
 async def getModel():
     try:
         #From #172 rawan/pandas-read-bucket
 
         # storage_client = storage.Client.from_service_account_json(
-        #     "../credentials.json")
+        #     "./credentials.json")
         # bucket = storage_client.get_bucket("data-test-automate-ml")
         # blob = bucket.blob("fish_data.csv")
         # byte_stream = BytesIO()
@@ -180,3 +181,50 @@ async def getModel():
     # Return the placeholder file
     return FileResponse(path=placeholder_model_path, filename=placeholder_model_path.split("/")[-1], media_type='application/octet-stream')
 
+
+    return {"data": corrMatrix}
+
+
+# get file from bucket, load it to big query as a table & display the rows
+@app.get("/api/bq")
+async def bq(filename):
+    # construct client objects (authorized with the service account json file)
+    bq_client = bigquery.Client.from_service_account_json("./credentials.json")
+    storage_client = storage.Client.from_service_account_json("./credentials.json")
+    
+    uri = f"gs://{DATA_BUCKET}/{filename}.csv"
+    table_id = f"{BQ_DATASET}.{filename}_table"
+    
+    # if file does not exist in the bucket, return an error
+    blob = storage_client.get_bucket(DATA_BUCKET).blob(filename + ".csv")
+    if not blob.exists():
+        return {"error": f"File {filename}.csv does not exist in the bucket."}
+    
+    # if table does not exist, load it
+    try:
+        bq_client.get_table(table_id)
+    except:
+        job_config = bigquery.LoadJobConfig(
+            autodetect=True,  # Automatically infer the schema.
+            source_format=bigquery.SourceFormat.CSV,
+            skip_leading_rows=1,  # column headers
+            write_disposition=bigquery.WriteDisposition.WRITE_TRUNCATE,  # Overwrite the table
+        )
+        
+        load_job = bq_client.load_table_from_uri(
+            uri, table_id, job_config=job_config
+        ) # Make an API request.
+        
+        load_job.result()  # Waits for the job to complete.
+    
+    # Query all rows from the table
+    query = f"SELECT * FROM `{table_id}`"
+    query_job = bq_client.query(query)
+    rows = query_job.result()
+    
+    # display the rows
+    data = []
+    for row in rows:
+        data.append(dict(row))
+
+    return {"message": f"Loaded {table_id} with {rows.total_rows} rows.", "data": data}
diff --git a/backend/poetry.lock b/backend/poetry.lock
index 168f902..66e4726 100644
--- a/backend/poetry.lock
+++ b/backend/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -44,13 +44,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2023.11.17"
+version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
-    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
+    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
+    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
 
 [[package]]
@@ -342,13 +342,13 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "google-api-core"
-version = "2.15.0"
+version = "2.16.2"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.15.0.tar.gz", hash = "sha256:abc978a72658f14a2df1e5e12532effe40f94f868f6e23d95133bd6abcca35ca"},
-    {file = "google_api_core-2.15.0-py3-none-any.whl", hash = "sha256:2aa56d2be495551e66bbff7f729b790546f87d5c90e74781aa77233bcb395a8a"},
+    {file = "google-api-core-2.16.2.tar.gz", hash = "sha256:032d37b45d1d6bdaf68fb11ff621e2593263a239fa9246e2e94325f9c47876d2"},
+    {file = "google_api_core-2.16.2-py3-none-any.whl", hash = "sha256:449ca0e3f14c179b4165b664256066c7861610f70b6ffe54bb01a04e9b466929"},
 ]
 
 [package.dependencies]
@@ -364,13 +364,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.26.2"
+version = "2.27.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.26.2.tar.gz", hash = "sha256:97327dbbf58cccb58fc5a1712bba403ae76668e64814eb30f7316f7e27126b81"},
-    {file = "google_auth-2.26.2-py2.py3-none-any.whl", hash = "sha256:3f445c8ce9b61ed6459aad86d8ccdba4a9afed841b2d1451a11ef4db08957424"},
+    {file = "google-auth-2.27.0.tar.gz", hash = "sha256:e863a56ccc2d8efa83df7a80272601e43487fa9a728a376205c86c26aaefa821"},
+    {file = "google_auth-2.27.0-py2.py3-none-any.whl", hash = "sha256:8e4bad367015430ff253fe49d500fdc3396c1a434db5740828c728e45bcce245"},
 ]
 
 [package.dependencies]
@@ -385,6 +385,36 @@ pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
+[[package]]
+name = "google-cloud-bigquery"
+version = "3.17.1"
+description = "Google BigQuery API client library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-cloud-bigquery-3.17.1.tar.gz", hash = "sha256:0ae07b90d5052ba3a296a2210a2144c28469300d71f6f455881f94c2df543057"},
+    {file = "google_cloud_bigquery-3.17.1-py2.py3-none-any.whl", hash = "sha256:7a9a92c7b1f6a6bf8b4c05c150e49f4ad1a03dd591dbd4522381b3f23bf07c73"},
+]
+
+[package.dependencies]
+google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev"
+google-cloud-core = ">=1.6.0,<3.0.0dev"
+google-resumable-media = ">=0.6.0,<3.0dev"
+packaging = ">=20.0.0"
+python-dateutil = ">=2.7.2,<3.0dev"
+requests = ">=2.21.0,<3.0.0dev"
+
+[package.extras]
+all = ["Shapely (>=1.8.4,<3.0.0dev)", "db-dtypes (>=0.3.0,<2.0.0dev)", "geopandas (>=0.9.0,<1.0dev)", "google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "importlib-metadata (>=1.0.0)", "ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)", "ipywidgets (>=7.7.0)", "opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)", "pandas (>=1.1.0)", "proto-plus (>=1.15.0,<2.0.0dev)", "protobuf (>=3.19.5,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev)", "pyarrow (>=3.0.0)", "tqdm (>=4.7.4,<5.0.0dev)"]
+bigquery-v2 = ["proto-plus (>=1.15.0,<2.0.0dev)", "protobuf (>=3.19.5,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev)"]
+bqstorage = ["google-cloud-bigquery-storage (>=2.6.0,<3.0.0dev)", "grpcio (>=1.47.0,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "pyarrow (>=3.0.0)"]
+geopandas = ["Shapely (>=1.8.4,<3.0.0dev)", "geopandas (>=0.9.0,<1.0dev)"]
+ipython = ["ipykernel (>=6.0.0)", "ipython (>=7.23.1,!=8.1.0)"]
+ipywidgets = ["ipykernel (>=6.0.0)", "ipywidgets (>=7.7.0)"]
+opentelemetry = ["opentelemetry-api (>=1.1.0)", "opentelemetry-instrumentation (>=0.20b0)", "opentelemetry-sdk (>=1.1.0)"]
+pandas = ["db-dtypes (>=0.3.0,<2.0.0dev)", "importlib-metadata (>=1.0.0)", "pandas (>=1.1.0)", "pyarrow (>=3.0.0)"]
+tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
+
 [[package]]
 name = "google-cloud-core"
 version = "2.4.1"
@@ -1030,18 +1060,18 @@ pyasn1 = ">=0.4.6,<0.6.0"
 
 [[package]]
 name = "pydantic"
-version = "2.5.3"
+version = "2.6.0"
 description = "Data validation using Python type hints"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pydantic-2.5.3-py3-none-any.whl", hash = "sha256:d0caf5954bee831b6bfe7e338c32b9e30c85dfe080c843680783ac2b631673b4"},
-    {file = "pydantic-2.5.3.tar.gz", hash = "sha256:b3ef57c62535b0941697cce638c08900d87fcb67e29cfa99e8a68f747f393f7a"},
+    {file = "pydantic-2.6.0-py3-none-any.whl", hash = "sha256:1440966574e1b5b99cf75a13bec7b20e3512e8a61b894ae252f56275e2c465ae"},
+    {file = "pydantic-2.6.0.tar.gz", hash = "sha256:ae887bd94eb404b09d86e4d12f93893bdca79d766e738528c6fa1c849f3c6bcf"},
 ]
 
 [package.dependencies]
 annotated-types = ">=0.4.0"
-pydantic-core = "2.14.6"
+pydantic-core = "2.16.1"
 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -1049,116 +1079,90 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.14.6"
+version = "2.16.1"
 description = ""
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pydantic_core-2.14.6-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:72f9a942d739f09cd42fffe5dc759928217649f070056f03c70df14f5770acf9"},
-    {file = "pydantic_core-2.14.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6a31d98c0d69776c2576dda4b77b8e0c69ad08e8b539c25c7d0ca0dc19a50d6c"},
-    {file = "pydantic_core-2.14.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5aa90562bc079c6c290f0512b21768967f9968e4cfea84ea4ff5af5d917016e4"},
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@@ -1194,13 +1198,13 @@ six = ">=1.5"
 
 [[package]]
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 [[package]]
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 [package.extras]
-dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatch", "invoke (==1.7.3)", "more-itertools (==4.3.0)", "pbr (==4.3.0)", "pluggy (==1.0.0)", "py (==1.11.0)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-timeout (==2.1.0)", "pyyaml (==5.1)"]
+dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatch", "invoke (==2.2.0)", "more-itertools (==4.3.0)", "pbr (==4.3.0)", "pluggy (==1.0.0)", "py (==1.11.0)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-timeout (==2.1.0)", "pyyaml (==5.1)"]
 
 [[package]]
 name = "pytz"
-version = "2023.3.post1"
+version = "2024.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2023.3.post1-py2.py3-none-any.whl", hash = "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"},
-    {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
+    {file = "pytz-2024.1-py2.py3-none-any.whl", hash = "sha256:328171f4e3623139da4983451950b28e95ac706e13f3f2630a879749e7a8b319"},
+    {file = "pytz-2024.1.tar.gz", hash = "sha256:2a29735ea9c18baf14b448846bde5a48030ed267578472d8955cd0e7443a9812"},
 ]
 
 [[package]]
@@ -1410,17 +1414,18 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.1.0"
+version = "2.2.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
-    {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
+    {file = "urllib3-2.2.0-py3-none-any.whl", hash = "sha256:ce3711610ddce217e6d113a2732fafad960a03fd0318c91faa79481e35c11224"},
+    {file = "urllib3-2.2.0.tar.gz", hash = "sha256:051d961ad0c62a94e50ecf1af379c3aba230c66c710493493560c0c223c49f20"},
 ]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -1664,4 +1669,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "3da5e7e4a9752a94977cd2dad7fc7d544d6088bca33dbe7edcfc5a8e62e3721a"
+content-hash = "ccf3872f7fbad44539527e844eaf2bdc37b8d5257e4fdd7f2bf027fb5b0d6a6f"
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index c904786..6102862 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -10,6 +10,7 @@ python = "^3.11"
 fastapi = "^0.104.0"
 uvicorn = {extras = ["standard"], version = "^0.23.2"}
 google-cloud-storage = "*"
+google-cloud-bigquery = "*"
 python-multipart = "*"
 pandas = "^2.2.0"
 seaborn = "^0.13.2"
diff --git a/backend/sample_contacts.csv b/backend/sample_contacts.csv
new file mode 100644
index 0000000..f86c38e
--- /dev/null
+++ b/backend/sample_contacts.csv
@@ -0,0 +1,6 @@
+Id,name,email,phone,address,age
+1,John Doe,johndoe@example.com,123-456-7890,123 Maple Street,19
+2,Jane Smith,janesmith@example.com,234-567-8901,456 Oak Street,20
+3,Emily Johnson,emilyjohnson@example.com,345-678-9012,789 Pine Street,21
+4,Michael Brown,michaelbrown@example.com,456-789-0123,012 Birch Street,19
+5,Linda Davis,lindadavis@example.com,567-890-1234,345 Cedar Street,20
diff --git a/frontend/.dockerignore b/frontend/.dockerignore
new file mode 100644
index 0000000..17371e9
--- /dev/null
+++ b/frontend/.dockerignore
@@ -0,0 +1,2 @@
+# this file is only rerquired for local development and not within the container
+.env.local
\ No newline at end of file
diff --git a/frontend/.env.local b/frontend/.env.local
new file mode 100644
index 0000000..9839243
--- /dev/null
+++ b/frontend/.env.local
@@ -0,0 +1,4 @@
+# will be used in local development only:
+BACKEND_URL=http://127.0.0.1:8000
+
+# NOTE! this file is not ignored by git so please don't put any sensitive information here
\ No newline at end of file
diff --git a/frontend/.gitignore b/frontend/.gitignore
index c4fc8df..e3397e4 100644
--- a/frontend/.gitignore
+++ b/frontend/.gitignore
@@ -25,7 +25,7 @@ yarn-debug.log*
 yarn-error.log*
 
 # local env files
-.env*.local
+# .env*.local
 yarn.lock
 
 # vercel
diff --git a/frontend/next.config.js b/frontend/next.config.js
index d9e5ae2..f50e338 100644
--- a/frontend/next.config.js
+++ b/frontend/next.config.js
@@ -1,20 +1,19 @@
 /** @type {import('next').NextConfig} */
 const nextConfig = {
   rewrites: async () => {
+    const backendUrl = process.env.BACKEND_URL || 'http://backend-service:8000';
     return [
       {
-        // maps req made to /api/* (from fe container) to backend-service:8000/api/* (in be container)
         source: "/api/:path*",
-        destination: "http://backend-service:8000/api/:path*"
+        destination: `${backendUrl}/api/:path*`
       },
-      // both gke and docker-compose have the same name for the backend service
       {
         source: "/docs",
-        destination: "http://backend-service:8000/docs"
+        destination: `${backendUrl}/docs`
       },
       {
         source: "/openapi.json",
-        destination: "http://backend-service:8000/openapi.json"
+        destination: `${backendUrl}/openapi.json`
       },
     ];
   },