Hi, I'm Abhishek.

River Flow Forecasting — Taff River

End-to-end pipeline (NRFA ETL → Linear Regression/SVR/Neural Network) forecasting next-day river levels; ~96.5% correct up/down direction and ~3.5% average error (MAPE).

Python · Machine Learning · Time Series . Model Optimisation

Code · Report

Energy Usage Prediction — Residential

Predicted household energy consumption with Linear Regression, Random Forest, LightGBM & Neural Network; surfaced key drivers (weather/seasonality) and insights to reduce peak-load demand.

Python · Machine Learning · EDA · Visualization

Code· Report

Gen-AI Log Classifier

Hybrid Regex + BERT embeddings + Logistic Regression served via FastAPI; cut log triage time by ~20% and improved routing accuracy.

Python . Regex · NLP · Llama model . FastAPI · Docker

Code

Crew Scheduling Forecasting — Jakarta 118 Ambulance

Forecasted Crew demand & staffing with Naïve, SES, Holt/Holt-Winters, and ARIMA; produced shift recommendations that improved coverage and reduced idle time.

Python . Time Series Forecasting · ARIMA · Holt-Winters · SES

Code · Poster

E-commerce Sales Dashboard (Power BI)

Interactive BI app tracking revenue, profit, quantity and AOV with quarter slicers. Breakdowns by state, category, payment mode, and sub-category plus monthly profit trend and top customers. Used to flag stock risk and margin drivers—helped cut stockouts ≈20% and reduce overstock ≈10%.

Power BI · DAX · Data Modeling · SQL/Excel

Code · Screenshot

Indian Eatery Chatbot — Order & Support

Dialogflow (ES/CX) + FastAPI backend with MySQL; answers menu FAQs, tracks orders, and escalates to staff when needed. Designed intents, entities, and handoff logic; deployable via Docker/ngrok.

Python . Dialogflow · NLP · FastAPI · MySQL · Docker

Code · Demo

Data Analyst — Euroclick Ltd

Cardiff, UK · Mar 2024 – Present

• Redesigned sales dashboards, driving ~15% sales uplift by highlighting high-margin products.
• Built stock alert models and trend analysis, reducing stockouts by ~40% and overstocks by ~10%.
• Automated data pipelines with Python and SQL, cutting report generation time by ~30%.
• Collaborated with sales & marketing teams to convert insights into promotions and inventory strategies.

Power BI · Python · SQL · Excel · Notion

SDE — Payments & Data Processing — Kissht

Mumbai, India · Jan 2023 – Sept 2023

• Designed and deployed microservices for payment & disbursement systems, accelerating transaction flows by ~20%.
• Integrated APIs from banks/PSPs for real-time financial data processing.
• Built and optimized MySQL-based services for high-volume financial transactions.

Python · MySQL · AWS · APIs · Kafka · JIRA

Software Developer — Cedcommerce/Cedcoss Technologies

Lucknow, India · Jan 2020 – Jan 2023

• Built automated data processing systems handling diverse data formats and sources
• Built automated reporting pipelines using Python & SQL, transforming raw marketplace data into actionable insights.
• Contributed to marketplace integration systems while embedding analytics into operations and performance tracking.

Python · SQL · MySQL · Data Analysis · Data Visualization · GCP