Hey, Abhishek here|

Data Analyst & Machine Learning Engineer specialising in ETL pipelines,
RAG systems and industrial automation at the intersection of data and AI.

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/ ABOUT ME

I build intelligent systems that actually work in the real world.

M.Sc. in Electrical Engineering & IT (THD). I specialise in RAG pipelines, scalable ETL systems, and production-ready ML models: using Python, FastAPI, and LangChain.

TECHNOLOGIES I WORK WITH
› Python
› LangChain
› SQL / Oracle DB
› FastAPI
› RAG Systems
› Docker & GitLab CI
By night, I build strange little side-projects at the intersection of tech and art, because why not?
Abhishek Kanani
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experience

Infineon Technologies
TC Teisnach Optik
Rosenberger Hochfrequenz
Education (M.Sc.)
Education (B.Tech.)

Data Analyst Working Student @ Infineon Technologies

May 2023 – Present (3 months remaining) · Munich, Germany
  • › Optimised complex Oracle database systems supporting critical manufacturing lines — reduced query latency by 90%.
  • › Performed comprehensive statistical data validations using SQL and R to verify automated workflows.
  • › Built Power BI dashboards translating raw data into actionable KPI reports for leadership teams.
  • › Designed and maintained ETL pipelines for real-time production data ingestion.

Graduate Research Assistant @ TC Teisnach Optik

Jul 2024 – March 2026 · Teisnach, Germany
  • › Developed and implemented automated quality control pipelines using Computer Vision algorithms, achieving +60% efficiency gain.
  • › Created technical documentation for system validation and QA protocols.
  • › Master's thesis: Image Evaluation for Subsurface Damage Detection using advanced image processing techniques.
  • › Collaborated with cross-functional teams on hardware-software integration for optical inspection systems.

Python Developer Intern & Analyst @ Rosenberger Hochfrequenz

Sep 2022 – Mar 2023 · Fridolfing, Germany
  • › Performed high-precision electromagnetic field simulations using ANSYS HFSS.
  • › Developed Python automation scripts for RF analysis workflows — achieved 3× processing speed improvement.
  • › Automated data extraction and report generation from simulation results.

M.Sc. Electrical Engineering & IT @ Technische Hochschule Deggendorf

Oct 2021 – Mar 2025 · Deggendorf, Germany
  • › Specialised in machine learning, embedded systems, and industrial automation.
  • › Thesis: Image Evaluation for Subsurface Damage Detection — full computer vision pipeline from scratch.
  • › Developed expertise in signal processing, neural networks, and sensor data analysis.

B.Tech. Mechatronics @ Ganpat University

Jul 2015 – Jun 2019 · Gujarat, India
  • › Focused on robotics, embedded systems (C/C++), and industrial automation.
  • › Hands-on experience with PLC programming and mechatronic system design.
  • › Graduated with honours — top percentile in core engineering subjects.

Projects I Have Worked On

Check GitHub for more exciting projects

GitHub
Manufacturing Quality RAG
RETRIEVAL-AUGMENTED GENERATION · FASTAPI
  • › Production RAG system querying manufacturing docs in <1 second
  • › Custom pipeline with ChromaDB + LangChain semantic search
  • › Prompt-tuned for context-aware, accurate responses
<1s retrieval · FastAPI · Docker
Code
Reddit Stock Sentiment
NLP · SENTIMENT ANALYSIS · PYTHON
  • › Real-time NLP pipeline streaming Reddit posts
  • › Ticker extraction + VADER sentiment scoring
  • › Per-ticker sentiment indices updated every minute
NLTK · PRAW · Pandas · Matplotlib
Code
ML Vehicle Sales Prediction
XGBOOST · SCIKIT-LEARN · OPTUNA
  • › Gradient-boosted regression on multi-year automotive data
  • › Feature engineering with seasonal + economic indicators
  • › Hyperparameter tuning via Optuna achieving 92% R²
92% R² accuracy · XGBoost · Pandas
Code
Object Detection DNN
COMPUTER VISION · OPENCV · PYTORCH
  • › Real-time object detection at 30+ FPS on CPU
  • › YOLOv5-derived DNN with configurable class filtering
  • › ONNX export for lightweight deployment
30+ FPS · OpenCV · ONNX · Python
Code
COVID-19 Viz Suite
TABLEAU · POWER BI · SQL
  • › Epidemiological analysis of global COVID-19 trends
  • › Interactive Tableau dashboards with geo-mapping
  • › Power BI KPI suite for executive reporting
Tableau · Power BI · DAX · SQL
Code
Power BI Dashboard Suite
BUSINESS INTELLIGENCE · DAX · SQL
  • › Interactive KPI dashboards for manufacturing leadership
  • › Complex DAX measures for multi-dimensional analysis
  • › Automated data refresh from Oracle DB sources
Power BI · DAX · Oracle DB · SQL
Code

Technical Arsenal

The tools and frameworks I use to build intelligent systems.

Python (Expert) SQL / PL-SQL Oracle DB Pandas NumPy Scikit-learn XGBoost Jupyter R
LangChain ChromaDB RAG Systems FastAPI Vector Indexing OpenCV (DNN) PyTorch ONNX
Docker GitLab CI/CD ETL Pipelines Git Linux Dash
Power BI Tableau DAX Matplotlib Plotly Seaborn
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