diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..760f1cf
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,3 @@
+.idea/
+.venv/
+__pycache__/
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..dd6a220
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.12.4
\ No newline at end of file
diff --git a/DOCUMENTATION.md b/DOCUMENTATION.md
new file mode 100644
index 0000000..7139de1
--- /dev/null
+++ b/DOCUMENTATION.md
@@ -0,0 +1,30 @@
+# Coding Challenge
+
+Solution to GistAPI challenge: A simple HTTP API server implemented in Flask for searching a user's public Github Gists.
+
+### To run the application
+A Makefile has been used to simplify setup/running the application.
+
+```commandline
+make setup
+```
+
+#### Run locally
+```commandline
+make runlocal
+```
+
+#### Build and run docker image (using port 5001)
+```commandline
+make rundocker
+```
+
+#### Run tests
+```commandline
+make runtests
+```
+
+#### Run code quality checkers
+```commandline
+make runcheckers
+```
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..5435a0e
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,26 @@
+# Use the official Python runtime as a parent image
+FROM python:3.12.4-slim-bullseye
+
+# Set the working directory
+WORKDIR /app
+
+# Install Poetry
+RUN pip install poetry==1.7.1
+
+# Copy only the dependency files first to leverage Docker cache
+COPY pyproject.toml poetry.lock /app/
+
+# Install dependencies using Poetry
+RUN poetry config virtualenvs.create false && poetry install --no-dev
+
+# Set the FLASK_APP environment variable
+ENV FLASK_APP=gistapi/gistapi.py
+
+# Copy the rest of the application code
+COPY . /app/
+
+# Expose the port the app runs on
+EXPOSE 5000
+
+# Run the Flask app using Poetry
+CMD ["poetry", "run", "flask", "run", "--host=0.0.0.0", "--port=5000"]
diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..dc17f41
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,29 @@
+VENV := .venv
+
+rm_venv:
+	source deactivate || true
+	rm -rf $(VENV)
+
+$(VENV): rm_venv
+	command -v deactivate && source deactivate || true
+	python -m venv $(VENV)
+	source $(VENV)/bin/activate && pip install --upgrade pipx pip-tools
+
+setup:
+	test -r $(VENV) || make $(VENV)
+	source $(VENV)/bin/activate && pipx install poetry \
+	&& poetry install --no-root
+
+runlocal:
+	$(VENV)/bin/flask --app gistapi/gistapi.py run
+
+rundocker:
+	docker build --no-cache -t backend-coding-challenge .
+	docker run -it -p 5001:5000 backend-coding-challenge
+
+runchecks:
+	$(VENV)/bin/python -m black gistapi/gistapi.py
+	$(VENV)/bin/python -m flake8 gistapi/gistapi.py
+
+runtests:
+	$(VENV)/bin/python -m unittest discover tests
diff --git a/TODO.md b/TODO.md
new file mode 100644
index 0000000..9fa2bd2
--- /dev/null
+++ b/TODO.md
@@ -0,0 +1,70 @@
+# Questions and Improvements
+
+#### 1. Can we use a database? What for? SQL or NoSQL?
+Yes, we can use a database. 
+- For repeated queries, we could implement a caching layer using Redis 
+(or an in-memory cache) instead of using a full database.
+- We could store previously fetched gists in a proper database, minimizing
+calls to an external, third-party API. Of course this would still mean
+making a database call over a network, but should be "faster" for users 
+who have run previous queries.
+- If the application allows users save gists or manage the results, then
+a database could be necessary.
+- If we need to run some analysis on the results over time, a database 
+would be necessary.
+
+The choice of SQL or NoSQL depends on the data being saved. 
+
+##### SQL (PostgreSQL, MySQL): 
+- Structured data (e.g. Gist attributes like title, description, URL, etc).
+- If there's complex querying or relationships (e.g. user profiles, gist metadata).
+
+##### NoSQL (MongoDB):
+- Unstructured, or semi-structured data
+- If we need a flexible schema (e.g. users gist content structure can be very different).
+
+#### 2. How can we protect the api from abusing it?
+There are a couple of ways we can protect the API from abuse:
+
+- **Rate Limit**: Impose a limit on the number of requests a user can make over a period
+of time.
+- **API Key**: Make users required to provide an API key when making requests to identify
+the user.
+- **Implement CORS**: Specify domains that are allowed to access the API.
+- **Input Validation**: Validate user input to prevent certain attacks like SQL-injection
+- **Use HTTPS**: Using this encrypts the data when in transit, avoiding man-in-the-middle
+attacks.
+- **Logging and Monitoring**: This can help detect patterns that might indicate something 
+fishy.
+
+#### 3. How can we deploy the application in a cloud environment?
+The application can be deployed to cloud environments like Heroku, AWS (Elastic Beanstalk),
+or Google Cloud Platform
+
+To deploy to AWS ElasticBeanstalk:
+
+- Install AWS CLI and EB CLI (Elastic Beanstalk CLI)
+- Run aws configure and follow the prompt
+- We would need a Procfile (and likely a requirements.txt file)
+- Initialize elastic beanstalk using `eb init`
+- Create an environment using `eb create`
+- Deploy the application using `eb deploy`
+
+Environment variables would need to be added on the platform (e.g. API keys). Some platforms
+(e.g. AWS) also offer monitoring (Cloud watch).
+
+#### 4. How can we be sure the application is alive and works as expected when deployed into a cloud environment?
+To be sure the application is alive and works as expected we can implement monitoring and testing
+
+- We already have a `/ping` endpoint that can act as a healthcheck endpoint. The provider can use
+this endpoint for health checks (Elastic Beanstalk settings has a means to configure this)
+- We can implement logging to capture logs (errors, warnings and other important events)
+- There are other monitoring tools like Datadog, Sentry, New relic, etc; that help track application
+performance, error rates, availability, etc. We can setup alerts when certain thresholds are crossed.
+- Automated testing. Tests have been added, but we can also setup CI/CD pipelines to run tests during 
+deployments and roll-back deployments if tests fail
+
+#### 5. Any other topics you may find interesting and/or important to cover
+- API Documentation: Use tools like Swagger to document the API endpoints
+- Code coverage. Ensure a robust testing of the codebase, and maintain high code coverage
+- Pre-commit/Post-commit hook(s) to run code quality checks and tests before merging code
\ No newline at end of file
diff --git a/gistapi/gistapi.py b/gistapi/gistapi.py
index 9cc3d6c..ac1277c 100644
--- a/gistapi/gistapi.py
+++ b/gistapi/gistapi.py
@@ -11,6 +11,7 @@
 import requests
 from flask import Flask, jsonify, request
 
+from utils import gists_for_user, gist_content, is_pattern_present
 
 app = Flask(__name__)
 
@@ -21,26 +22,7 @@ def ping():
     return "pong"
 
 
-def gists_for_user(username: str):
-    """Provides the list of gist metadata for a given user.
-
-    This abstracts the /users/:username/gist endpoint from the Github API.
-    See https://developer.github.com/v3/gists/#list-a-users-gists for
-    more information.
-
-    Args:
-        username (string): the user to query gists for
-
-    Returns:
-        The dict parsed from the json response from the Github API.  See
-        the above URL for details of the expected structure.
-    """
-    gists_url = 'https://api.github.com/users/{username}/gists'.format(username=username)
-    response = requests.get(gists_url)
-    return response.json()
-
-
-@app.route("/api/v1/search", methods=['POST'])
+@app.route("/api/v1/search", methods=["POST"])
 def search():
     """Provides matches for a single pattern across a single users gists.
 
@@ -53,24 +35,72 @@ def search():
         indicating any failure conditions.
     """
     post_data = request.get_json()
-
-    username = post_data['username']
-    pattern = post_data['pattern']
-
-    result = {}
-    gists = gists_for_user(username)
+    # Validate input data
+    if not post_data:
+        return jsonify({"status": "error", "message": "No data provided"}), 400
+
+    username = post_data.get("username")
+    pattern = post_data.get("pattern")
+    # Validate username and pattern
+    if not username or not isinstance(username, str):
+        return (
+            jsonify({"status": "error", "message": "Invalid or missing username"}),
+            400,
+        )
+    if not pattern or not isinstance(pattern, str):
+        return (
+            jsonify({"status": "error", "message": "Invalid or missing pattern"}),
+            400,
+        )
+
+    result = {
+        "status": "success",
+        "username": username,
+        "pattern": pattern,
+        "matches": [],
+    }
+
+    try:
+        gists = gists_for_user(username)
+    except requests.RequestException as e:
+        return (
+            jsonify({"status": "error", "message": f"Error fetching gists: {e}"}),
+            500,
+        )
+
+    if gists is None:
+        result["status"] = "error"
+        result["message"] = (
+            "Failed to fetch gists. Please check the username and try again."
+        )
+        return jsonify(result), 400
 
     for gist in gists:
-        # TODO: Fetch each gist and check for the pattern
-        pass
-
-    result['status'] = 'success'
-    result['username'] = username
-    result['pattern'] = pattern
-    result['matches'] = []
+        try:
+            gist_details = gist_content(gist["url"])
+            if gist_details is None:
+                continue
+
+            for file_name, file_info in gist_details["files"].items():
+                if is_pattern_present(file_info["raw_url"], pattern):
+                    result["matches"].append(
+                        {
+                            "gist_id": gist_details["id"],
+                            "gist_url": gist_details["html_url"],
+                            "file_name": file_name,
+                            "file_url": file_info["raw_url"],
+                        }
+                    )
+        except requests.RequestException as e:
+            return (
+                jsonify(
+                    {"status": "error", "message": f"Error fetching gist content: {e}"}
+                ),
+                500,
+            )
 
     return jsonify(result)
 
 
-if __name__ == '__main__':
-    app.run(debug=True, host='0.0.0.0', port=9876)
+if __name__ == "__main__":
+    app.run(debug=True, host="0.0.0.0", port=9876)
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..85d254c
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,479 @@
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
+[[package]]
+name = "black"
+version = "24.4.2"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.8"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..d5203a9
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,20 @@
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+flask = "3.0.3"
+requests = "2.32.3"
+
+
+[tool.poetry.group.dev.dependencies]
+black = "^24.4.2"
+flake8 = "^7.1.0"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 85fea28..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-Flask==2.2.2
-requests==2.28.1
diff --git a/tests/test_gistapi.py b/tests/test_gistapi.py
new file mode 100644
index 0000000..d6b44b0
--- /dev/null
+++ b/tests/test_gistapi.py
@@ -0,0 +1,221 @@
+import unittest
+from unittest.mock import patch, MagicMock
+
+from gistapi import app
+
+
+class GistAPITestCase(unittest.TestCase):
+    def setUp(self):
+        self.app = app.test_client()
+        self.app.testing = True
+
+    def test_ping(self):
+        response = self.app.get("/ping")
+        self.assertEqual(response.status_code, 200)
+        self.assertEqual(response.data.decode("utf-8"), "pong")
+
+    @patch("gistapi.requests.get")
+    def test_search_valid_data(self, mock_get):
+        mock_gists_for_user = MagicMock()
+        mock_gists_for_user.status_code = 200
+        mock_gists_for_user.json.return_value = [
+            {
+                "url": "https://api.github.com/gists/test_gist",
+                "id": "test_gist",
+                "html_url": "https://gist.github.com/test_gist",
+            }
+        ]
+
+        mock_gist_content = MagicMock()
+        mock_gist_content.status_code = 200
+        mock_gist_content.json.return_value = {
+            "files": {
+                "file1.py": {
+                    "raw_url": "https://gist.githubusercontent.com/raw/file1.py"
+                }
+            },
+            "id": "test_gist",
+            "html_url": "https://gist.github.com/test_gist",
+        }
+
+        mock_raw_content = MagicMock()
+        mock_raw_content.status_code = 200
+        mock_raw_content.iter_content = MagicMock(return_value=[b"import requests"])
+
+        mock_get.side_effect = [
+            mock_gists_for_user,
+            mock_gist_content,
+            mock_raw_content,
+        ]
+
+        with app.test_request_context():
+            data = {"username": "testuser", "pattern": "import requests"}
+            response = self.app.post("/api/v1/search", json=data)
+            self.assertEqual(response.status_code, 200)
+
+            json_resp = response.get_json()
+            self.assertEqual(json_resp["status"], "success")
+            self.assertGreater(len(json_resp["matches"]), 0)
+
+    @patch("gistapi.requests.get")
+    def test_search_invalid_username(self, mock_get):
+        mock_gists_for_user = MagicMock()
+        mock_gists_for_user.status_code = 404
+        mock_get.return_value = mock_gists_for_user
+
+        with app.test_request_context():
+            data = {"username": None, "pattern": "import requests"}
+            response = self.app.post("/api/v1/search", json=data)
+            self.assertEqual(response.status_code, 400)
+
+            json_resp = response.get_json()
+            self.assertEqual(json_resp["status"], "error")
+
+    @patch("gistapi.requests.get")
+    def test_search_no_matches(self, mock_get):
+        mock_gists_for_user = MagicMock()
+        mock_gists_for_user.status_code = 200
+        mock_gists_for_user.json.return_value = [
+            {
+                "url": "https://api.github.com/gists/test_gist",
+                "id": "test_gist",
+                "html_url": "https://gist.github.com/test_gist",
+            }
+        ]
+
+        mock_gist_content = MagicMock()
+        mock_gist_content.status_code = 200
+        mock_gist_content.json.return_value = {
+            "files": {
+                "file1.py": {
+                    "raw_url": "https://gist.githubusercontent.com/raw/file1.py"
+                }
+            },
+            "id": "test_gist",
+            "html_url": "https://gist.github.com/test_gist",
+        }
+
+        mock_raw_content = MagicMock()
+        mock_raw_content.status_code = 200
+        mock_raw_content.text = MagicMock(return_value=[b"Text not matching"])
+
+        mock_get.side_effect = [
+            mock_gists_for_user,
+            mock_gist_content,
+            mock_raw_content,
+        ]
+
+        with app.test_request_context():
+            data = {"username": "testuser", "pattern": "import requests"}
+            response = self.app.post("/api/v1/search", json=data)
+            self.assertEqual(response.status_code, 200)
+
+            json_resp = response.get_json()
+            self.assertEqual(json_resp["status"], "success")
+            self.assertEqual(len(json_resp["matches"]), 0)
+
+    def test_search_missing_username(self):
+        data = {"pattern": "import requests"}
+        response = self.app.post("/api/v1/search", json=data)
+        self.assertEqual(response.status_code, 400)
+
+        json_resp = response.get_json()
+        self.assertEqual(json_resp["status"], "error")
+        self.assertEqual(json_resp["message"], "Invalid or missing username")
+
+    def test_search_missing_pattern(self):
+        data = {"username": "testuser"}
+        response = self.app.post("/api/v1/search", json=data)
+        self.assertEqual(response.status_code, 400)
+        json_resp = response.get_json()
+
+        self.assertEqual(json_resp["status"], "error")
+        self.assertEqual(json_resp["message"], "Invalid or missing pattern")
+
+    @patch("gistapi.requests.get")
+    def test_search_with_pagination(self, mock_get):
+        mock_gists_for_user_page1 = MagicMock()
+        mock_gists_for_user_page1.status_code = 200
+        mock_gists_for_user_page1.json.return_value = [
+            {
+                "url": "https://api.github.com/gists/test_gist1",
+                "id": "test_gist1",
+                "html_url": "https://gist.github.com/test_gist1",
+            }
+        ]
+        mock_gists_for_user_page1.headers = {
+            "Link": '<https://api.github.com/users/testuser/gists?page=2>; rel="next"'
+        }
+
+        mock_gists_for_user_page2 = MagicMock()
+        mock_gists_for_user_page2.status_code = 200
+        mock_gists_for_user_page2.json.return_value = [
+            {
+                "url": "https://api.github.com/gists/test_gist2",
+                "id": "test_gist2",
+                "html_url": "https://gist.github.com/test_gist2",
+            }
+        ]
+        mock_gists_for_user_page2.headers = {
+            "Link": '<https://api.github.com/users/testuser/gists?page=3>; rel="next"'
+        }
+
+        mock_gists_for_user_page3 = MagicMock()
+        mock_gists_for_user_page3.status_code = 200
+        mock_gists_for_user_page3.json.return_value = []
+        mock_gists_for_user_page3.headers = {}
+
+        mock_gist_content_response1 = MagicMock()
+        mock_gist_content_response1.status_code = 200
+        mock_gist_content_response1.json.return_value = {
+            "files": {
+                "file1.py": {
+                    "raw_url": "https://gist.githubusercontent.com/raw/file1.py"
+                }
+            },
+            "id": "test_gist1",
+            "html_url": "https://gist.github.com/test_gist1",
+        }
+
+        mock_gist_content_response2 = MagicMock()
+        mock_gist_content_response2.status_code = 200
+        mock_gist_content_response2.json.return_value = {
+            "files": {
+                "file2.py": {
+                    "raw_url": "https://gist.githubusercontent.com/raw/file2.py"
+                }
+            },
+            "id": "test_gist2",
+            "html_url": "https://gist.github.com/test_gist2",
+        }
+
+        mock_raw_content_response1 = MagicMock()
+        mock_raw_content_response1.status_code = 200
+        mock_raw_content_response1.iter_content = MagicMock(
+            return_value=[b"import requests"]
+        )
+        mock_raw_content_response2 = MagicMock()
+        mock_raw_content_response2.status_code = 200
+        mock_raw_content_response2.iter_content = MagicMock(
+            return_value=[b"import requests"]
+        )
+
+        # Order of requests.get calls
+        mock_get.side_effect = [
+            mock_gists_for_user_page1,
+            mock_gists_for_user_page2,
+            mock_gists_for_user_page3,
+            mock_gist_content_response1,
+            mock_raw_content_response1,
+            mock_gist_content_response2,
+            mock_raw_content_response2,
+        ]
+
+        with app.test_request_context():
+            data = {"username": "testuser", "pattern": "import requests"}
+            response = self.app.post("/api/v1/search", json=data)
+            self.assertEqual(response.status_code, 200)
+
+            json_resp = response.get_json()
+            self.assertEqual(json_resp["status"], "success")
+            self.assertEqual(len(json_resp["matches"]), 2)
diff --git a/utils.py b/utils.py
new file mode 100644
index 0000000..84629e1
--- /dev/null
+++ b/utils.py
@@ -0,0 +1,74 @@
+import re
+
+import requests
+
+
+def gists_for_user(username: str):
+    """Provides the list of gist metadata for a given user, handling pagination.
+
+    This abstracts the /users/:username/gists endpoint from the Github API.
+    See https://developer.github.com/v3/gists/#list-a-users-gists for
+    more information.
+
+    Args:
+        username (string): the user to query gists for
+
+    Returns:
+        A list of all gists for the given user.
+    """
+    gists_url = f"https://api.github.com/users/{username}/gists"
+    headers = {"Accept": "application/vnd.github.v3+json"}
+    gists = []
+
+    while gists_url:
+        response = requests.get(gists_url, headers=headers)
+        if response.status_code != 200:
+            break
+        gists.extend(response.json())
+        gists_url = None
+
+        if "Link" in response.headers:
+            links = response.headers["Link"].split(",")
+            for link in links:
+                if 'rel="next"' in link:
+                    gists_url = link[link.find("<") + 1 : link.find(">")]
+                    break
+
+    return gists
+
+
+def gist_content(gist_url: str):
+    """Fetches the content of a gist by its URL.
+
+    Args:
+        gist_url (string): the URL of the gist to fetch content for
+
+    Returns:
+        The dict parsed from the json response from the GitHub API containing the gist details.
+    """
+    response = requests.get(gist_url)
+    if response.status_code != 200:
+        return None
+
+    return response.json()
+
+
+def is_pattern_present(raw_url: str, pattern: str):
+    """Fetches the content of a file in a gist and checks for a pattern.
+
+    Args:
+        raw_url (string): the raw URL of the file
+        pattern (string): the pattern to search for
+
+    Returns:
+        True if the pattern is found in the file, otherwise False.
+    """
+    response = requests.get(raw_url, stream=True)
+    if response.status_code == 200:
+        # Compile the pattern for better performance in loop
+        pattern_compiled = re.compile(pattern)
+
+        for chunk in response.iter_content(chunk_size=1024):
+            if pattern_compiled.search(chunk.decode("utf-8")):
+                return True
+    return False