Siddharth G.-AI / Software Developer | Python | Generative AI | LLM Evaluation | RAG | Prompt Engineering
Check rate
Experience
Data Science Intern & AI Training
Corizo Edutech Private Limited
- Built machine learning models using Scikit-learn for regression and classification tasks.
- Performed data preprocessing, feature engineering, and exploratory data analysis using Python.
- Used Pandas, NumPy, SQL, and Matplotlib for data analysis, transformation, and visualization.
- Used Jupyter Notebook and GitHub for experimentation, documentation, and project development.
Site Engineer
Nikhil Associates Engineering & Contractor
- Managed execution and quality assurance for cross-city water-supply pipeline infrastructure.
- Maintained site documentation, inspection records, and daily progress reporting for infrastructure execution.
AI Generalist & Specialized Evaluator
Outlier
- Tested AI-generated code for correctness, debugging, efficiency, readability, and software engineering practices.
- Evaluated prompt engineering, function calling, MCP tool usage, and agentic AI workflows for correctness, tool execution, and instruction adherence.
- Performed RLHF preference ranking and evaluated LLM outputs across programming, STEM, mathematical reasoning, scientific analysis, writing, and multilingual applications.
- Identified hallucinations, prompt injection, reasoning failures, and instruction-following errors during LLM application testing and benchmarking.
- Applied structured QA evaluation and benchmarking to compare model responses, identify failure modes, and assess response quality against task requirements.
Teaching Assistant
IIT Madras
- Assisted with grading of assignments, academic coordination, doubt-clearing sessions, and invigilation.
Site Engineer
Balvir Singh & Sons
- Managed engineering maintenance operations for airport infrastructure under an Airports Authority of India contract.
- Coordinated approvals and restricted-zone work permits with AAI engineers.
Design Engineer
Quality Austria Central Asia
- Performed structural analysis and safety assessment of telecom towers using STAAD.Pro under IS 800 and IS 802.
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Education, Information Technology, Aerospace and Defense, Construction, Utilities, and Telecommunication.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Quality Assurance, Operations, and Product Development.
Summary
AI-focused software developer with hands-on experience in Python, machine learning, LLM evaluation, prompt engineering, and AI application development. Experienced in evaluating LLM outputs, AI-generated code, function calling, and agentic AI workflows for correctness, safety, instruction adherence, and reasoning quality. Practical experience with RLHF preference ranking, hallucination detection, prompt-injection testing, and benchmarking. Currently developing RAG, embeddings, vector database retrieval, LangChain, and LlamaIndex applications using Python. Strong foundation in software development, data analysis, SQL, Git/GitHub, and full-stack development.
- GATE CE 2023 – Score: 595
- RLHF contributor for reasoning, coding, multilingual, STEM, and LLM application evaluation.
Skills
Ai Engineering Focus
Llm Applications
- Prompt Engineering
- Rag
- Embeddings
- Semantic Search
Evaluation
- Llm Evaluation
- Qa Evaluation
- Rlhf Preference Ranking
- Hallucination Detection
- Prompt Injection Testing
Ai Systems
- Vector Databases
- Function Calling
- Agentic Ai
Frameworks
- Langchain
- Llamaindex
Development
- Python
- Rest Apis
- Git/Github
Ai & Data Skills
- Llm Applications & Generative Ai
- Rag, Semantic Search & Embeddings
- Vector Database Retrieval
- Prompt Engineering, Llm Evaluation & Qa
- Function Calling & Agentic Ai
- Machine Learning, Model Evaluation & Data Pre-Processing
- Python-Based Data Analysis
- Sql & Database Fundamentals
Technical Skills
Programming
- Python
- C++
- Javascript
- Sql
Genai / Llm
- Llms
- Rag
- Embeddings
- Vector Databases
- Langchain
- Llamaindex
- Prompt Engineering
- Function Calling
Machine Learning / Data
- Scikit-Learn
- Pandas
- Numpy
- Matplotlib
- Model Evaluation
Web Development
- React
- Html5
- Css3
- Tailwind Css
Backend
- Node.Js
- Express.Js
- Mongodb
- Rest Apis
Developer Tools
- Git
- Github
- Vs Code
- Jupyter Notebook
Languages
Education
IIT Madras
M.Tech · Hydraulics & Water Resources Engineering · India · 7.21
Mizoram University
B.Tech · Civil Engineering · India · 6.74
Certifications & licenses
Artificial Intelligence
Data Structures and Algorithms
Database Management Systems
Linear Algebra
Machine Learning
Probability and Statistics
Statistics
Experience
Global experience
Expertise
Qualifications
Frequently asked questions
Have questions? Find more information here.
Siddharth is based in Bengaluru, India.
Siddharth speaks the following languages: Hindi (Native), English (Advanced).
Siddharth has at least 5 years of experience. During this time, Siddharth has worked in at least 5 different roles and for 6 different companies. The average length of individual experience is 1 year and 11 months. Note that Siddharth may not have shared all experience and actually has more experience.
Based on recent experience, Siddharth would be well-suited for roles such as: Data Science Intern & AI Training, Site Engineer, AI Generalist & Specialized Evaluator.
Siddharth's most recent position is Data Science Intern & AI Training at Corizo Edutech Private Limited.
In recent years, Siddharth has worked for Corizo Edutech Private Limited, Nikhil Associates Engineering & Contractor, Outlier, IIT Madras, and Balvir Singh & Sons.
Siddharth is most experienced in industries like Information Technology, Education, and Aerospace and Defense. Siddharth also has some experience in Construction, Utilities, and Telecommunication.
Siddharth is most experienced in business areas like Information Technology, Quality Assurance, and Operations. Siddharth also has some experience in Product Development and Business Intelligence.
Siddharth holds a Master in Hydraulics & Water Resources Engineering from IIT Madras and a Bachelor in Civil Engineering from Mizoram University.
Siddharth has 6 certificates. Among them, these include: Artificial Intelligence, Data Structures and Algorithms, and Database Management Systems.
Siddharth is immediately available full-time for suitable projects.
Daily rate distribution
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Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 29 Oct 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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