diff --git a/.gitignore b/.gitignore
index 1fa404a..af0c641 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,6 +5,6 @@
 !*.md
 !*.parquet
 !.gitignore
-!.service
-!.timer
-!.yaml
\ No newline at end of file
+!*.service
+!*.timer
+!*.yaml
\ No newline at end of file
diff --git a/predict_pipeline/config.yaml b/predict_pipeline/config.yaml
index 99ba5bf..f87bb92 100644
--- a/predict_pipeline/config.yaml
+++ b/predict_pipeline/config.yaml
@@ -12,11 +12,11 @@ scaler:
 
 mqtt:
   enabled: true
-  host: "localhost"
+  host: "141.75.215.233"
   port: 1883
-  topic: "ml/predictions"
-  client_id: "predictor-01"
-  qos: 1
+  topic: "PREDICTIONS"
+  client_id: "jetson-board"
+  qos: 0
   retain: false
   # username: ""
   # password: ""
@@ -72,46 +72,39 @@ sample:
   fill_nan_with_median: true
   discard_if_all_nan: true
 
-fallback: 
-- start_time: 0
-- FACE_AU01_mean: 0.5
-- FACE_AU02_mean: 0.5
-- FACE_AU04_mean: 0.5
-- FACE_AU05_mean: 0.5
-- FACE_AU06_mean: 0.5
-- FACE_AU07_mean: 0.5
-- FACE_AU09_mean: 0.5
-- FACE_AU10_mean: 0.5
-- FACE_AU11_mean: 0.5
-- FACE_AU12_mean: 0.5
-- FACE_AU14_mean: 0.5
-- FACE_AU15_mean: 0.5
-- FACE_AU17_mean: 0.5
-- FACE_AU20_mean: 0.5
-- FACE_AU23_mean: 0.5
-- FACE_AU24_mean: 0.5
-- FACE_AU25_mean: 0.5
-- FACE_AU26_mean: 0.5
-- FACE_AU28_mean: 0.5
-- FACE_AU43_mean: 0.5
-- Fix_count_short_66_150: 2
-- Fix_count_medium_300_500: 2
-- Fix_count_long_gt_1000: 2
-- Fix_count_100: 2
-- Fix_mean_duration: 100
-- Fix_median_duration: 100
-- Sac_count: 2
-- Sac_mean_amp: 2
-- Sac_mean_dur: 100
-- Sac_median_dur: 100
-- Blink_count: 2
-- Blink_mean_dur: 2
-- Blink_median_dur: 2
-- Pupil_mean: 2
-- Pupil_IPA: 2
-
-
-
-
-
-
+fallback:
+  FACE_AU01_mean: 0.7645230925040001
+  FACE_AU02_mean: 0.731433810144
+  FACE_AU04_mean: 0.19544571909800001
+  FACE_AU05_mean: 0.5459417841199999
+  FACE_AU06_mean: 0.11525241050400001
+  FACE_AU07_mean: 0.012
+  FACE_AU09_mean: 0.1025071305288
+  FACE_AU10_mean: 0.018860388261559197
+  FACE_AU11_mean: 0.4
+  FACE_AU12_mean: 0.06147405784940001
+  FACE_AU14_mean: 0.3035830324256
+  FACE_AU15_mean: 0.429531116458
+  FACE_AU17_mean: 0.59837751402
+  FACE_AU20_mean: 0.0
+  FACE_AU23_mean: 0.36847432157119997
+  FACE_AU24_mean: 0.460720551004
+  FACE_AU25_mean: 0.08549070376580001
+  FACE_AU26_mean: 0.15669224557279998
+  FACE_AU28_mean: 0.4071362423348
+  FACE_AU43_mean: 0.10835549767080001
+  Fix_count_short_66_150: 1.0
+  Fix_count_medium_300_500: 0.0
+  Fix_count_long_gt_1000: 0.0
+  Fix_count_100: 1.0
+  Fix_mean_duration: 60.869565217391305
+  Fix_median_duration: 40.0
+  Sac_count: 98.0
+  Sac_mean_amp: 0.12010199338955968
+  Sac_mean_dur: 263.5705727294512
+  Sac_median_dur: 160.0
+  Blink_count: 14.0
+  Blink_mean_dur: 0.38857142857142857
+  Blink_median_dur: 0.2
+  Pupil_mean: 3.2823675201416016
+  Pupil_IPA: 0.0036347377340156025
diff --git a/predict_pipeline/predict.service b/predict_pipeline/predict.service
new file mode 100644
index 0000000..c740237
--- /dev/null
+++ b/predict_pipeline/predict.service
@@ -0,0 +1,11 @@
+[Unit]
+Description=Predict latest sample and send message
+After=network.target
+StartLimitIntervalSec=0
+[Service]
+Type=oneshot
+User=edgekit
+ExecStart=~/anaconda3/envs/p310_FS/bin/python /home/edgekit/MSY_FS/fahrsimulator_msy2526_ai/predict_pipeline/predict_sample.py
+
+[Install]
+WantedBy=multi-user.target
\ No newline at end of file
diff --git a/predict_pipeline/predict.timer b/predict_pipeline/predict.timer
new file mode 100644
index 0000000..13e64fe
--- /dev/null
+++ b/predict_pipeline/predict.timer
@@ -0,0 +1,11 @@
+[Unit]
+Description=Run predict sample every 5 seconds
+
+[Timer]
+OnBootSec=5
+OnUnitActiveSec=5
+AccuracySec=1s
+Unit=predict.service
+
+[Install]
+WantedBy=timers.target