diff --git a/.gitignore b/.gitignore
index 29d2a813..db791651 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,12 +6,12 @@ Makefile.custom.config
 # MPWO_API
 ###############
 __pycache__
-/fittrackee_api/venv/
 uploads
 .cache
 .coverage
 coverage.xml
 .pytest_cache
+.venv
 
 # MPWO_CLIENT
 ###############
diff --git a/Makefile b/Makefile
index d0a1b383..202dbcc4 100644
--- a/Makefile
+++ b/Makefile
@@ -18,11 +18,18 @@ init-db:
 install: install-client install-python
 
 install-client:
+	$(NPM) install --prod
+
+install-client-dev:
 	$(NPM) install
 
-install-python:
-	test -d $(VENV) || virtualenv $(VENV) -p $(PYTHON_VERSION)
-	$(PIP) install -r $(REQUIREMENTS)
+install-dev: install-client-dev install-python-dev
+
+install-python: venv
+	$(PIPENV) install --deploy
+
+install-python-dev: venv
+	$(PIPENV) install --dev
 
 lint-all: lint-python lint-react
 
@@ -58,3 +65,6 @@ update-cov:	test-python-xml
 
 upgrade-db:
 	$(FLASK) db upgrade --directory $(MIGRATIONS)
+
+venv:
+	test -d $(VENV) || pipenv --python $(PYTHON_VERSION)
diff --git a/Makefile.config b/Makefile.config
index 159670d3..6e9644f1 100644
--- a/Makefile.config
+++ b/Makefile.config
@@ -11,12 +11,13 @@ export REQUIREMENTS = $(PWD)/fittrackee_api/requirements.txt
 export DATABASE_URL = postgres://fittrackee:fittrackee@$(HOST):5432/fittrackee
 export DATABASE_TEST_URL = postgres://fittrackee:fittrackee@$(HOST):5432/fittrackee_test
 export MIGRATIONS = $(PWD)/fittrackee_api/migrations
+export PIPENV_VENV_IN_PROJECT=true
 
 # Python env
 PYTHON_VERSION ?= python
-VENV = $(PWD)/fittrackee_api/venv
+VENV = $(PWD)/.venv
 PYTHON = $(VENV)/bin/python
-PIP = $(VENV)/bin/pip
+PIPENV = $(shell command -v pipenv 2> /dev/null)
 FLASK = $(VENV)/bin/flask
 PYTEST = $(VENV)/bin/py.test
 COV = $(VENV)/bin/python-codacy-coverage
diff --git a/Pipfile b/Pipfile
new file mode 100644
index 00000000..147bac44
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,26 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+flask = "==1.0.2"
+flask-migrate = "==2.1.1"
+flask-bcrypt = "==0.7.1"
+pyjwt = "==1.6.4"
+gpxpy = "==1.2.0"
+"psycopg2-binary" = "==2.7.4"
+staticmap = "==0.5.3"
+pytz = "==2018.4"
+python-forecastio = "==1.4.0"
+
+[dev-packages]
+pytest = "==3.6.1"
+pytest-runner = "==4.2"
+pytest-cov = "==2.5.1"
+"pytest-flake8" = "==1.0.1"
+pytest-isort = "==0.2.0"
+codacy-coverage = "==1.3.11"
+
+[requires]
+python_version = "3.6"
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 00000000..36026a96
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,586 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "92d0c43fa07e58aa6a8d6fe38cd8792c363ea6211e6820d2cfc8158267cec57e"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.6"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "alembic": {
+            "hashes": [
+                "sha256:85bd3ea7633024e4930900bc64fb58f9742dedbc6ebb6ecf25be2ea9a3c1b32e"
+            ],
+            "version": "==0.9.9"
+        },
+        "bcrypt": {
+            "hashes": [
+                "sha256:01477981abf74e306e8ee31629a940a5e9138de000c6b0898f7f850461c4a0a5",
+                "sha256:054d6e0acaea429e6da3613fcd12d05ee29a531794d96f6ab959f29a39f33391",
+                "sha256:0872eeecdf9a429c1420158500eedb323a132bc5bf3339475151c52414729e70",
+                "sha256:09a3b8c258b815eadb611bad04ca15ec77d86aa9ce56070e1af0d5932f17642a",
+                "sha256:0f317e4ffbdd15c3c0f8ab5fbd86aa9aabc7bea18b5cc5951b456fe39e9f738c",
+                "sha256:2788c32673a2ad0062bea850ab73cffc0dba874db10d7a3682b6f2f280553f20",
+                "sha256:321d4d48be25b8d77594d8324c0585c80ae91ac214f62db9098734e5e7fb280f",
+                "sha256:346d6f84ff0b493dbc90c6b77136df83e81f903f0b95525ee80e5e6d5e4eef84",
+                "sha256:34dd60b90b0f6de94a89e71fcd19913a30e83091c8468d0923a93a0cccbfbbff",
+                "sha256:3b4c23300c4eded8895442c003ae9b14328ae69309ac5867e7530de8bdd7875d",
+                "sha256:43d1960e7db14042319c46925892d5fa99b08ff21d57482e6f5328a1aca03588",
+                "sha256:49e96267cd9be55a349fd74f9852eb9ae2c427cd7f6455d0f1765d7332292832",
+                "sha256:67ed1a374c9155ec0840214ce804616de49c3df9c5bc66740687c1c9b1cd9e8d",
+                "sha256:6efd9ca20aefbaf2e7e6817a2c6ed4a50ff6900fafdea1bcb1d0e9471743b144",
+                "sha256:8569844a5d8e1fdde4d7712a05ab2e6061343ac34af6e7e3d7935b2bd1907bfd",
+                "sha256:8629ea6a8a59f865add1d6a87464c3c676e60101b8d16ef404d0a031424a8491",
+                "sha256:988cac675e25133d01a78f2286189c1f01974470817a33eaf4cfee573cfb72a5",
+                "sha256:9a6fedda73aba1568962f7543a1f586051c54febbc74e87769bad6a4b8587c39",
+                "sha256:9eced8962ce3b7124fe20fd358cf8c7470706437fa064b9874f849ad4c5866fc",
+                "sha256:a005ed6163490988711ff732386b08effcbf8df62ae93dd1e5bda0714fad8afb",
+                "sha256:ae35dbcb6b011af6c840893b32399252d81ff57d52c13e12422e16b5fea1d0fb",
+                "sha256:b1e8491c6740f21b37cca77bc64677696a3fb9f32360794d57fa8477b7329eda",
+                "sha256:c906bdb482162e9ef48eea9f8c0d967acceb5c84f2d25574c7d2a58d04861df1",
+                "sha256:cb18ffdc861dbb244f14be32c47ab69604d0aca415bee53485fcea4f8e93d5ef",
+                "sha256:d86da365dda59010ba0d1ac45aa78390f56bf7f992e65f70b3b081d5e5257b09",
+                "sha256:e22f0997622e1ceec834fd25947dc2ee2962c2133ea693d61805bc867abaf7ea",
+                "sha256:f2fe545d27a619a552396533cddf70d83cecd880a611cdfdbb87ca6aec52f66b",
+                "sha256:f7fd3ed3745fe6e81e28dc3b3d76cce31525a91f32a387e1febd6b982caf8cdb",
+                "sha256:f9210820ee4818d84658ed7df16a7f30c9fba7d8b139959950acef91745cc0f7"
+            ],
+            "version": "==3.1.4"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:13e698f54293db9f89122b0581843a782ad0934a4fe0172d2a980ba77fc61bb7",
+                "sha256:9fa520c1bacfb634fa7af20a76bcbd3d5fb390481724c597da32c719a7dca4b0"
+            ],
+            "version": "==2018.4.16"
+        },
+        "cffi": {
+            "hashes": [
+                "sha256:151b7eefd035c56b2b2e1eb9963c90c6302dc15fbd8c1c0a83a163ff2c7d7743",
+                "sha256:1553d1e99f035ace1c0544050622b7bc963374a00c467edafac50ad7bd276aef",
+                "sha256:1b0493c091a1898f1136e3f4f991a784437fac3673780ff9de3bcf46c80b6b50",
+                "sha256:2ba8a45822b7aee805ab49abfe7eec16b90587f7f26df20c71dd89e45a97076f",
+                "sha256:3c85641778460581c42924384f5e68076d724ceac0f267d66c757f7535069c93",
+                "sha256:3eb6434197633b7748cea30bf0ba9f66727cdce45117a712b29a443943733257",
+                "sha256:4c91af6e967c2015729d3e69c2e51d92f9898c330d6a851bf8f121236f3defd3",
+                "sha256:770f3782b31f50b68627e22f91cb182c48c47c02eb405fd689472aa7b7aa16dc",
+                "sha256:79f9b6f7c46ae1f8ded75f68cf8ad50e5729ed4d590c74840471fc2823457d04",
+                "sha256:7a33145e04d44ce95bcd71e522b478d282ad0eafaf34fe1ec5bbd73e662f22b6",
+                "sha256:857959354ae3a6fa3da6651b966d13b0a8bed6bbc87a0de7b38a549db1d2a359",
+                "sha256:87f37fe5130574ff76c17cab61e7d2538a16f843bb7bca8ebbc4b12de3078596",
+                "sha256:95d5251e4b5ca00061f9d9f3d6fe537247e145a8524ae9fd30a2f8fbce993b5b",
+                "sha256:9d1d3e63a4afdc29bd76ce6aa9d58c771cd1599fbba8cf5057e7860b203710dd",
+                "sha256:a36c5c154f9d42ec176e6e620cb0dd275744aa1d804786a71ac37dc3661a5e95",
+                "sha256:ae5e35a2c189d397b91034642cb0eab0e346f776ec2eb44a49a459e6615d6e2e",
+                "sha256:b0f7d4a3df8f06cf49f9f121bead236e328074de6449866515cea4907bbc63d6",
+                "sha256:b75110fb114fa366b29a027d0c9be3709579602ae111ff61674d28c93606acca",
+                "sha256:ba5e697569f84b13640c9e193170e89c13c6244c24400fc57e88724ef610cd31",
+                "sha256:be2a9b390f77fd7676d80bc3cdc4f8edb940d8c198ed2d8c0be1319018c778e1",
+                "sha256:d5d8555d9bfc3f02385c1c37e9f998e2011f0db4f90e250e5bc0c0a85a813085",
+                "sha256:e55e22ac0a30023426564b1059b035973ec82186ddddbac867078435801c7801",
+                "sha256:e90f17980e6ab0f3c2f3730e56d1fe9bcba1891eeea58966e89d352492cc74f4",
+                "sha256:ecbb7b01409e9b782df5ded849c178a0aa7c906cf8c5a67368047daab282b184",
+                "sha256:ed01918d545a38998bfa5902c7c00e0fee90e957ce036a4000a88e3fe2264917",
+                "sha256:edabd457cd23a02965166026fd9bfd196f4324fe6032e866d0f3bd0301cd486f",
+                "sha256:fdf1c1dc5bafc32bc5d08b054f94d659422b05aba244d6be4ddc1c72d9aa70fb"
+            ],
+            "version": "==1.11.5"
+        },
+        "chardet": {
+            "hashes": [
+                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
+                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+            ],
+            "version": "==3.0.4"
+        },
+        "click": {
+            "hashes": [
+                "sha256:29f99fc6125fbc931b758dc053b3114e55c77a6e4c6c3a2674a2dc986016381d",
+                "sha256:f15516df478d5a56180fbf80e68f206010e6d160fc39fa508b65e035fd75130b"
+            ],
+            "version": "==6.7"
+        },
+        "cookies": {
+            "hashes": [
+                "sha256:15bee753002dff684987b8df8c235288eb8d45f8191ae056254812dfd42c81d3",
+                "sha256:d6b698788cae4cfa4e62ef8643a9ca332b79bd96cb314294b864ae8d7eb3ee8e"
+            ],
+            "version": "==2.2.1"
+        },
+        "flask": {
+            "hashes": [
+                "sha256:2271c0070dbcb5275fad4a82e29f23ab92682dc45f9dfbc22c02ba9b9322ce48",
+                "sha256:a080b744b7e345ccfcbc77954861cb05b3c63786e93f2b3875e0913d44b43f05"
+            ],
+            "index": "pypi",
+            "version": "==1.0.2"
+        },
+        "flask-bcrypt": {
+            "hashes": [
+                "sha256:d71c8585b2ee1c62024392ebdbc447438564e2c8c02b4e57b56a4cafd8d13c5f"
+            ],
+            "index": "pypi",
+            "version": "==0.7.1"
+        },
+        "flask-migrate": {
+            "hashes": [
+                "sha256:493f9b3795985b9b4915bf3b7d16946697f027b73545384e7d9e3a79f989d2fe",
+                "sha256:b709ca8642559c3c5a81a33ab10839fa052177accd5ba821047a99db635255ed"
+            ],
+            "index": "pypi",
+            "version": "==2.1.1"
+        },
+        "flask-sqlalchemy": {
+            "hashes": [
+                "sha256:3bc0fac969dd8c0ace01b32060f0c729565293302f0c4269beed154b46bec50b",
+                "sha256:5971b9852b5888655f11db634e87725a9031e170f37c0ce7851cf83497f56e53"
+            ],
+            "version": "==2.3.2"
+        },
+        "gpxpy": {
+            "hashes": [
+                "sha256:87cf1cd20210f2fe49ea25c0b95f40d76730cb40669242cae2831fe2ba94b6eb"
+            ],
+            "index": "pypi",
+            "version": "==1.2.0"
+        },
+        "idna": {
+            "hashes": [
+                "sha256:156a6814fb5ac1fc6850fb002e0852d56c0c8d2531923a51032d1b70760e186e",
+                "sha256:684a38a6f903c1d71d6d5fac066b58d7768af4de2b832e426ec79c30daa94a16"
+            ],
+            "version": "==2.7"
+        },
+        "itsdangerous": {
+            "hashes": [
+                "sha256:cbb3fcf8d3e33df861709ecaf89d9e6629cff0a217bc2848f1b41cd30d360519"
+            ],
+            "version": "==0.24"
+        },
+        "jinja2": {
+            "hashes": [
+                "sha256:74c935a1b8bb9a3947c50a54766a969d4846290e1e788ea44c1392163723c3bd",
+                "sha256:f84be1bb0040caca4cea721fcbbbbd61f9be9464ca236387158b0feea01914a4"
+            ],
+            "version": "==2.10"
+        },
+        "mako": {
+            "hashes": [
+                "sha256:4e02fde57bd4abb5ec400181e4c314f56ac3e49ba4fb8b0d50bba18cb27d25ae"
+            ],
+            "version": "==1.0.7"
+        },
+        "markupsafe": {
+            "hashes": [
+                "sha256:a6be69091dac236ea9c6bc7d012beab42010fa914c459791d627dad4910eb665"
+            ],
+            "version": "==1.0"
+        },
+        "pillow": {
+            "hashes": [
+                "sha256:00633bc2ec40313f4daf351855e506d296ec3c553f21b66720d0f1225ca84c6f",
+                "sha256:03514478db61b034fc5d38b9bf060f994e5916776e93f02e59732a8270069c61",
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+                "sha256:2ee6364b270b56a49e8b8a51488e847ab130adc1220c171bed6818c0d4742455",
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+                "sha256:41374a6afb3f44794410dab54a0d7175e6209a5a02d407119c81083f1a4c1841",
+                "sha256:438a3faf5f702c8d0f80b9f9f9b8382cfa048ca6a0d64ef71b86b563b0ee0359",
+                "sha256:472a124c640bde4d5468f6991c9fa7e30b723d84ac4195a77c6ab6aea30f2b9c",
+                "sha256:4d32c8e3623a61d6e29ccd024066cd1ba556555abfb4cd714155020e00107e3f",
+                "sha256:4d8077fd649ac40a5c4165f2c22fa2a4ad18c668e271ecb2f9d849d1017a9313",
+                "sha256:62ec7ae98357fcd46002c110bb7cad15fce532776f0cbe7ca1d44c49b837d49d",
+                "sha256:6c7cab6a05351cf61e469937c49dbf3cdf5ffb3eeac71f8d22dc9be3507598d8",
+                "sha256:6eca36905444c4b91fe61f1b9933a47a30480738a1dd26501ff67d94fc2bc112",
+                "sha256:74e2ebfd19c16c28ad43b8a28ff73b904ed382ea4875188838541751986e8c9a",
+                "sha256:7673e7473a13107059377c96c563aa36f73184c29d2926882e0a0210b779a1e7",
+                "sha256:81762cf5fca9a82b53b7b2d0e6b420e0f3b06167b97678c81d00470daa622d58",
+                "sha256:8554bbeb4218d9cfb1917c69e6f2d2ad0be9b18a775d2162547edf992e1f5f1f",
+                "sha256:9b66e968da9c4393f5795285528bc862c7b97b91251f31a08004a3c626d18114",
+                "sha256:a00edb2dec0035e98ac3ec768086f0b06dfabb4ad308592ede364ef573692f55",
+                "sha256:b48401752496757e95304a46213c3155bc911ac884bed2e9b275ce1c1df3e293",
+                "sha256:b6cf18f9e653a8077522bb3aa753a776b117e3e0cc872c25811cfdf1459491c2",
+                "sha256:bb8adab1877e9213385cbb1adc297ed8337e01872c42a30cfaa66ff8c422779c",
+                "sha256:c8a4b39ba380b57a31a4b5449a9d257b1302d8bc4799767e645dcee25725efe1",
+                "sha256:cee9bc75bff455d317b6947081df0824a8f118de2786dc3d74a3503fd631f4ef",
+                "sha256:d0dc1313dff48af64517cbbd85e046d6b477fbe5e9d69712801f024dcb08c62b",
+                "sha256:d5bf527ed83617edd1855a5c923eeeaf68bcb9ac0ceb28e3f19b575b3a424984",
+                "sha256:df5863a21f91de5ecdf7d32a32f406dd9867ebb35d41033b8bd9607a21887599",
+                "sha256:e39142332541ed2884c257495504858b22c078a5d781059b07aba4c3a80d7551",
+                "sha256:e52e8f675ba0b2b417fa98579e7286a41a8e23871f17f4793772f5aa884fea79",
+                "sha256:e6dd55d5d94b9e36929325dd0c9ab85bfde84a5fc35947c334c32af1af668944",
+                "sha256:e87cc1acbebf263f308a8494272c2d42016aa33c32bf14d209c81e1f65e11868",
+                "sha256:ea0091cd4100519cedfeea2c659f52291f535ac6725e2368bcf59e874f270efa",
+                "sha256:eeb247f4f4d962942b3b555530b0c63b77473c7bfe475e51c6b75b7344b49ce3",
+                "sha256:f0d4433adce6075efd24fc0285135248b0b50f5a58129c7e552030e04fe45c7f",
+                "sha256:f1f3bd92f8e12dc22884935a73c9f94c4d9bd0d34410c456540713d6b7832b8c",
+                "sha256:f42a87cbf50e905f49f053c0b1fb86c911c730624022bf44c8857244fc4cdaca",
+                "sha256:f5f302db65e2e0ae96e26670818157640d3ca83a3054c290eff3631598dcf819",
+                "sha256:f7634d534662bbb08976db801ba27a112aee23e597eeaf09267b4575341e45bf",
+                "sha256:fdd374c02e8bb2d6468a85be50ea66e1c4ef9e809974c30d8576728473a6ed03",
+                "sha256:fe6931db24716a0845bd8c8915bd096b77c2a7043e6fc59ae9ca364fe816f08b"
+            ],
+            "version": "==5.1.0"
+        },
+        "psycopg2-binary": {
+            "hashes": [
+                "sha256:02eb674e3d5810e19b4d5d00720b17130e182da1ba259dda608aaf33d787347d",
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+            "hashes": [
+                "sha256:a68ac5e15e76e7e5dd2b8f94007233e01effe3e50e8daddf69acfd81cb686baf",
+                "sha256:b5725a0bd4ba422ab0e66e89e030c806576753ea3ee08554382c14e685d117b5"
+            ],
+            "version": "==1.23"
+        }
+    }
+}
diff --git a/fittrackee_api/Dockerfile b/fittrackee_api/Dockerfile
index ff48dc85..2bdc572a 100644
--- a/fittrackee_api/Dockerfile
+++ b/fittrackee_api/Dockerfile
@@ -10,7 +10,8 @@ WORKDIR /usr/src/app
 COPY ./requirements.txt /usr/src/app/fittrackee_api/requirements.txt
 
 # install requirements
-RUN pip install -r fittrackee_api/requirements.txt
+RUN pip install pipenv
+RUN pipenv install --system --deploy --ignore-pipfile
 
 # add app
 COPY . /usr/src/app
diff --git a/fittrackee_api/requirements.txt b/fittrackee_api/requirements.txt
deleted file mode 100644
index d19cb113..00000000
--- a/fittrackee_api/requirements.txt
+++ /dev/null
@@ -1,56 +0,0 @@
-alembic==0.9.9
-apipkg==1.4
-atomicwrites==1.1.5
-attrs==18.1.0
-bcrypt==3.1.4
-certifi==2018.4.16
-cffi==1.11.5
-chardet==3.0.4
-click==6.7
-codacy-coverage==1.3.11
-cookies==2.2.1
-coverage==4.5.1
-execnet==1.5.0
-flake8==3.5.0
-flake8-isort==2.5
-flake8-polyfill==1.0.2
-Flask==1.0.2
-Flask-Bcrypt==0.7.1
-Flask-Migrate==2.1.1
-Flask-SQLAlchemy==2.3.2
-gpxpy==1.2.0
-idna==2.6
-isort==4.3.4
-itsdangerous==0.24
-Jinja2==2.10
-Mako==1.0.7
-MarkupSafe==1.0
-mccabe==0.6.1
-more-itertools==4.2.0
-mysqlclient==1.3.12
-Pillow==5.1.0
-pluggy==0.6.0
-psycopg2-binary==2.7.4
-py==1.5.3
-pycodestyle==2.3.1
-pycparser==2.18
-pyflakes==1.6.0
-PyJWT==1.6.4
-pytest==3.6.1
-pytest-cache==1.0
-pytest-cov==2.5.1
-pytest-flake8==1.0.1
-pytest-isort==0.2.0
-pytest-runner==4.2
-python-dateutil==2.7.3
-python-editor==1.0.3
-python-forecastio==1.4.0
-pytz==2018.4
-requests==2.18.4
-responses==0.9.0
-six==1.11.0
-SQLAlchemy==1.2.8
-staticmap==0.5.3
-testfixtures==6.1.0
-urllib3==1.22
-Werkzeug==0.14.1