Summary
Overview
Work History
Education
Skills
Certification
Accomplishments
Projects
Core Skills
Languages
Affiliations
Timeline
Generic

Adheesh Kumar Srivastava

Lucknow

Summary

I am currently pursuing a BSc in Data Science at IIT Madras, where I have already completed my diploma, and I am also an analytical and results-oriented Data Scientist with 5 years of experience, including 3 years as a Data Analyst and 2 years as a Data Scientist. Skilled in data analytics, machine learning, AI-driven automation, and end-to-end application development. I am adept at transforming complex data into actionable insights, building scalable ML models, and developing robust web applications. Strong expertise in Python, Flask, Streamlit, Vue.js, Redis, Celery, Power BI, and advanced ML frameworks. I am currently pursuing a BSc in Data Science from IIT Madras, having already completed a diploma, and also hold a BS in Computer Science from BITS Pilani.

Overview

5
5
years of professional experience
1
1
Certification

Work History

Data Scientist

HCLTech
08.2023 - Current
  • Designed and deployed text classification models using foundational models and Transformers to automate ticket categorization, improving SLA adherence by 20%.
  • Developed end-to-end ML pipelines with GPU optimization, cross-validation, and reusable inference modules for unseen data prediction.
  • Built analytics dashboards and inference applications for clients, enabling real-time issue identification and automated recommendations.
  • Created solution recommendation systems leveraging NLP and embeddings to match issues with the best solutions.
  • Implemented advanced feature engineering and model optimization techniques, boosting classification accuracy to 90%.
  • Collaborated with stakeholders to translate business challenges into scalable ML solutions, reducing manual efforts by 30%.

Data Analyst

HCLTech
08.2020 - 07.2023
  • Built interactive Power BI dashboards for multiple domains (ITSM, ELSA, L&D) providing real-time KPI tracking and decision-making support.
  • Conducted in-depth data analysis on IT service tickets, improving reporting efficiency and identifying top call drivers.
  • Automated workflows using Power Automate, reducing manual reporting time by 40%.
  • Led a Business Data Management project for BP, London, identifying root causes of system issues and proposing process enhancements to improve productivity and system reliability.
  • Optimized data pipelines and enhanced data quality through advanced preprocessing and categorization.

Education

Bachelor of Science - Design & Computing

Birla Institute of Technology And Science
Pilani
05-2025

BSc - Data Science

Indian Institute of Technology
Madras, Chennai

Schooling -

La Martiniere College
Lucknow

Skills

  • Programming & Data Handling: Python, SQL, Pandas, NumPy, Spark
  • Machine Learning & AI: Scikit-learn, XGBoost, LightGBM, CatBoost, Transformers, Ensemble Methods, Random Forest, Gradient Boosting
  • Deep Learning: PyTorch, TensorFlow, Keras, GRU, LSTM, CNN, WaveNet, Autoencoders, Attention Mechanisms, Transfer Learning
  • NLP & Generative AI: Hugging Face Transformers, Natural Language Processing (NLP), Large Language Models (LLMs), LangChain, Gemini API, Multimodal Models, Reinforcement Learning, Text Summarization, Zero-shot & Few-shot Learning
  • Mathematics & Statistics: Calculus, Linear Algebra, Probability Theory, Bayesian Statistics, Hypothesis Testing, Statistical Inference, Optimization Techniques, Multivariate Analysis
  • Data Visualization & BI: Power BI, Tableau, Matplotlib, Plotly, Seaborn, Dash, PyGWalker, PyNarrative
  • Presentation & Reporting: PowerPoint Presentation Design, Data Storytelling, Executive Dashboards, Automated Reporting, Strategic Data Visualization
  • Web & API Development: Flask, FastAPI, Streamlit, Vuejs, REST APIs, Celery, Redis
  • Big Data & Cloud: Azure, GCP (Vertex AI), Microsoft Fabric
  • MLOps & Tools: MLflow, Git, GitHub, Model Deployment
  • Analytics & Data Science: Statistical Modeling, Data Analytics, Feature Engineering, Anomaly Detection, Time Series Forecasting & Analysis, Graph Theory, Data Mining, Data Wrangling, Data Preprocessing & Cleaning
  • Mathematical Optimization: Convex Optimization, Linear/Integer Programming, Heuristics, Swarm Intelligence (PSO)
  • Soft Skills: Complex Problem-solving, Critical Thinking, Data-driven Decision Making, Leadership, Self-motivation, Stakeholder Collaboration, Business Acumen

Certification

  • Diploma in Data Science – IIT Madras
  • Machine Learning Foundation - Percipio
  • Machine Learning Specialization – Coursera
  • Mathematical Foundations for DeepLearnAI – Coursera
  • Google Data Analytics - Coursera
  • Forecasting Workshop
  • Image Processing
  • LLM Orchestration
  • Google Cloud Platform – L200 skill badges
  • Orchestrate LLM solutions with LangChain
  • Text Prompt Engineering Techniques
  • Inspect Rich Documents with Gemini Multimodality
  • Vertex AI Search & Conversation for Voice/Chat Apps
  • Explore Generative AI with Vertex AI Gemini API
  • Develop GenAI Apps with Gemini and Streamlit
  • Build and Deploy ML Solutions on Vertex AI
  • Build Custom Processors with Document AI
  • Build Deterministic Virtual Agent with Data Stores
  • Empower Gemini with Function Calling

Accomplishments

  • Employee of the Month for delivering automation solutions reducing ticket resolution time.
  • Published internal whitepapers on ML optimization and WaveNet architectures.
  • Delivered internal training sessions on ML pipelines and Generative AI integration.

Projects

Household Services App, Flask, HTML Rendering, Developed a multi-user platform for managing comprehensive home services with admin and professional modules. Implemented secure authentication, role-based access control, and booking management. Vehicle Parking App, Flask API, Vue.js, Redis, Celery, Created a parking management system for 4-wheeler parking, handling lots, spots, and reservations. Integrated Celery for async tasks, Redis caching, and automated CSV/PDF report generation. Analytics Application for State Street, Built a Streamlit-based analytics tool for data summarization, issue detection, and generating inference reports for clients. Machine Learning Projects, Ticket Classification: Automated ITSM ticket routing using Transformer models., Bank Telemarketing Prediction: Developed a Kaggle solution predicting customer subscription success with XGBoost and LightGBM., CrimeCast: Forecasted crime categories using classification and time series techniques., Solution Recommendation System: Used NLP embeddings to map issue descriptions to solution catalogs.

Core Skills

Python, SQL, R, Pandas, NumPy, Spark, Scikit-learn, XGBoost, LightGBM, CatBoost, Transformers, Neural Networks, TensorFlow, PyTorch, GRU, LSTM, CNN, Power BI, Tableau, Matplotlib, Plotly, Seaborn, Flask, Streamlit, Vue.js, REST APIs, Celery, Redis, Azure, GCP (Vertex AI), Databricks, MLflow, Git, Docker, Airflow, Streamlit, Statistical Modeling, NLP, Time Series Forecasting, Generative AI (LangChain, Gemini API)

Languages

Hindi
First Language
English
Advanced (C1)
C1

Affiliations

  • Mentorship & Knowledge Sharing: Conduct internal workshops on AI/ML, MLOps, and Data Visualization for peers and junior colleagues.
  • Continuous learning: pursuing advanced certifications in generative AI, Google Cloud, and machine learning specializations
  • Public speaking: Delivered talks in internal tech meetups on topics like transformers, CapsNet, and feature engineering
  • Volunteering: contributed to tech education initiatives, mentoring students aspiring to enter data analytics and data science fields

Timeline

Data Scientist

HCLTech
08.2023 - Current

Data Analyst

HCLTech
08.2020 - 07.2023

Bachelor of Science - Design & Computing

Birla Institute of Technology And Science

BSc - Data Science

Indian Institute of Technology

Schooling -

La Martiniere College
Adheesh Kumar Srivastava